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2008.05.21 03:45 Weather: we all love to talk about it!

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2023.03.21 18:50 bbyfog [ Event, Free] Biopharma Manufacturing for Advanced Therapy Medicinal Products (ATMPs) including RNA, Cell, and Gene Therapies

Event: Biopharma Manufacturing for Advanced Therapies

Time: Wednesday 22 March at 15:00 GMT / 16:00 CET
Format: Online, 50 minutes webcast
Cost: Free
Registration required. here

This Financial Times event, organised in partnership with Cytiva, will bring together pharma, biotech, CDMOs, industry suppliers of services and equipment, and other players engaged in the fast-growing field of RNA, Cell and Gene, ATMPs manufacture and commercialisation. The focus will be on innovative ways to expedite and improve biomanufacturing and ensure the next generation of advanced therapies can reach patients affordably and at scale.
Read full overview here or here.
Manufacturing strategies and models: What are the key considerations for life science companies embarking on product manufacturing of RNA, cell and gene therapies and other advanced therapy medicinal products (ATMPs)? What scalability issues are product manufacturers facing? What role can automation and digitisation play? Is there an element of standardisation of manufacturing to streamline costs for future manufacturing?
Preparing and planning for the unknowns: How can product manufacturers de-risk investments and better forecast and plan for manufacturing in the face of uncertain demand?
The ecosystem and the emerging competitive landscape: How are CMOs/CDMOs evolving their capacity, capability, and business models to service these growing markets? How are they addressing the current manufacturing ‘capacity crunch’?
Reinforcing the supply chain: How are pharma companies and CDMOs/CMOs/ service providers managing current supply chain risks and cost escalation for raw materials and consumables, and how are these challenges impacting scalability efforts? What sourcing strategies are proving the most effective?
The regulatory pathway: What does the regulatory landscape look like for therapies that are not market embedded? Will regulatory requirements allow flexibility as processes continue to evolve and improve? Complying with GMP.
The future: What considerations are suppliers to the industry taking into account to accelerate manufacturing? What challenges will personalised medicine/oncology vaccines bring to manufacturers in working with small scale/individual batch? What does the future of biomanufacturing look like?


Related Posts on ATMPs: FDA and EMA requirements; OTAT meeting on CMC issues; FDA regulatory oversight
submitted by bbyfog to RegulatoryClinWriting [link] [comments]

2023.03.21 18:15 boinabbc 22 New Data Science, Data Engineering and Machine Learning jobs

Job Title Company Location Country Skills
Data Analyst Intern (APAC) foodpanda Singapore Singapore Machine Learning, Tableau, Python
Jr. Data Analyst / Full-time (Remote) Bblue Dream Birmingham United Kingdom SQL
Data Analyst (They/She/He) Glovo Łódź Poland Python
Data Engineer (Job ID MK) Talent Corner HR Services Pvt Ltd Pune India SQL, Java, Python
Mid-Level Data Engineer - Python/ETL/MongoDB/AWS Motion Recruitment Washington United States Python, Scala, SQL
Python Data Engineer (60-100%) CLEMAP Zurich Switzerland SQL, Python, Scala
Data Analyst IV (Healthcare Analytics)(SQL, Terada... Get It Recruit - Information Technology St Petersburg Remote Business Intelligence, SQL, Modeling
Big Data Engineer IBM Greater Kolkata Area India ETL, SQL, Python
Data Analyst II GTT Florida United States
Machine Learning Engineer (Risk Control) - Global ... ByteDance Singapore Singapore Machine Learning, Scala
Senior Data Engineer - all genders Die Karrierearchitekten Vienna Austria Python, Power BI, Linux
Data Scientist Talent Search People Barcelona Spain Tableau
Sr Big Data Engineer Palo Alto Networks Melbourne Australia SQL, AWS, Scala
(Remote Part-time) Clinical Data Analyst Doctor Care Anywhere London Area United Kingdom SPSS, Data Mining
Data Engineer EssenceMediacom UK Manchester United Kingdom Python
Data Engineer Live Nation Entertainment West Hollywood Remote Spark, SQL, AWS
Data Engineer Cognizant Sydney Australia SQL, AWS
Data Scientist Ford Motor Company Dearborn Remote Python, SQL, Modeling
Data Engineer Resource Informatics Group, Inc Dallas United States Python, AWS, Java
Data Scientist Forecasting Utrecht Netherlands Machine Learning
Senior Data Engineer Outset Medical, Inc. San Jose United States SQL, Scala
Data Analyst Spirit Health England United Kingdom
Hi, here are 22 New Data Science, Data Engineering and Machine Learning jobs.
For more, check our Google sheet with more opportunities in Data Science and Machine Learning (updated each week) here
Let me know if you have any questions. Cheers!
submitted by boinabbc to jobbit [link] [comments]

2023.03.21 18:15 boinabbc 20 New Data Science, Data Engineering and Machine Learning jobs

Job Title Company Location Country Skills
Senior data engineer Ministerie van Justitie en Veiligheid The Hague Netherlands SQL
Data Analyst/ Developer (Banking industry/ Qliksen... Trust Recruit Pte Ltd Singapore Singapore SQL
Data Engineer III Emonics LLC New York County United States Scala, ETL
Data Scientist Forecasting Utrecht Netherlands Machine Learning
Data Analyst - Digital Products Bath United Kingdom SQL, Python, Tableau
Jr. Data Analyst / Full-time (Remote) Bblue Dream Birmingham United Kingdom SQL
BI Data Engineer with Teradata Stellent IT Tampa United States Hadoop
Entry Level Data Scientist SynergisticIT New York County United States Machine Learning
Data Engineer Leeds United Kingdom BigQuery, Python, Scala
Financial Data Analyst CBRE Paris France
Data Engineer Veeva Systems Poland Poland Python, AWS, Spark
Marketing Data Analyst UFCU Austin United States SQL, Data Visualization, Power BI
Data Analyst Clutch Washington United States Machine Learning
Big Data Engineer IBM Chennai India Spark
Lead Data Scientist (m/f/div.) Visa Berlin Germany Machine Learning, Spark, Scala
Cloud Data Engineer (Remote) Alivia Analytics Boston United States ETL, Modeling, SQL
Senior Data Scientist (m/f/d) AutoScout24 Berlin Germany SQL
GCP Data engineer ClifyX Atlanta United States Python, SQL
Data Engineer (m/w/d) Alexander Thamm [at] Cologne Germany Python, AWS, Java
Data Scientist (m/w/d) taod Consulting GmbH Cologne Germany Python, SQL, TensorFlow
Hi, here are 20 New Data Science, Data Engineering and Machine Learning jobs.
For more, check our Google sheet with more opportunities in Data Science and Machine Learning (updated each week) here
Let me know if you have any questions. Cheers!
submitted by boinabbc to techjobs [link] [comments]

2023.03.21 16:58 catdogsuperding 40% crash in BART through San Jose riders, new federal forecast predicts
A newly released ridership forecast estimates a 40% nosedive in passengers from local transit planners’ previous projections for BART’s South Bay extension. Instead of 54,600 riders boarding trains daily on their way to buzzing office towers and San Jose State University in 2040, a new federally-mandated forecast estimates 32,900 boardings.
In a statement, the VTA defended its original decade-old forecast as “reasonable, reliable, and defensible.” That forecast, which is based partly on 2009 land-use data, also predates Google’s plans for downtown that, if built, should counteract some of BART’s more recent ridership woes.
Bernice Alaniz, a VTA spokesperson, said the latest estimate, projecting 40% fewer riders, is “not an apples-to-apples comparison” to the agency’s higher projections. Unlike the VTA’s previous model, the federally-developed formula is meant to compare transit ridership across the country and leaves out some local demand factors, such as the possibility of San Jose State University students using the BART extension at higher rates.
submitted by catdogsuperding to SanJose [link] [comments]

2023.03.21 16:57 catdogsuperding 40% crash in BART through San Jose riders, new federal forecast predicts
A newly released ridership forecast estimates a 40% nosedive in passengers from local transit planners’ previous projections for BART’s South Bay extension. Instead of 54,600 riders boarding trains daily on their way to buzzing office towers and San Jose State University in 2040, a new federally-mandated forecast estimates 32,900 boardings.
In a statement, the VTA defended its original decade-old forecast as “reasonable, reliable, and defensible.” That forecast, which is based partly on 2009 land-use data, also predates Google’s plans for downtown that, if built, should counteract some of BART’s more recent ridership woes.
Bernice Alaniz, a VTA spokesperson, said the latest estimate, projecting 40% fewer riders, is “not an apples-to-apples comparison” to the agency’s higher projections. Unlike the VTA’s previous model, the federally-developed formula is meant to compare transit ridership across the country and leaves out some local demand factors, such as the possibility of San Jose State University students using the BART extension at higher rates.
submitted by catdogsuperding to bayarea [link] [comments]

2023.03.21 16:48 ampuesto Why Startups Need Professional Services to Succeed

Why Startups Need Professional Services to Succeed
Starting a new business can be both exciting and daunting at the same time. While it is an opportunity to turn your passion into a business venture, it also requires careful planning and financial management. Financial decisions are critical to the success of any business, and it is essential to get them right from the start. However, most startups are founded by entrepreneurs who may not have prior experience in finance or accounting. This is where seeking professional advice for financial decisions or startup services can be beneficial. In this article, we will explore the reasons why a new startup needs professional advice for its financial decisions.

Lack of Financial Expertise

Most startups are founded by entrepreneurs who are experts in their fields of work. However, they may not have the financial expertise required to manage a business's finances effectively. Startups need to have a good understanding of financial management, accounting, and bookkeeping to make informed financial decisions. Financial management involves planning, organizing, controlling, and monitoring a business's financial resources to achieve its goals. It includes budgeting, forecasting, and financial analysis. Accounting involves recording and summarizing financial transactions, while bookkeeping involves the day-to-day recording of financial transactions. All these areas require a certain level of financial expertise, which may not be present in the startup's founding team. Seeking professional advice can help the startup's founding team bridge the gap in their financial knowledge and make informed financial decisions.

Funding and Investments

One of the biggest challenges that startups face is raising capital to fund their operations and grow their business. This is particularly true for startups that are bootstrapped and have limited resources. Raising capital can be a daunting task, and startups need to have a good understanding of the funding landscape to make informed decisions. Professional advice can help startups understand the different funding options available to them, such as crowdfunding, angel investors, venture capital, and loans. It can also help them evaluate the pros and cons of each funding option and choose the one that best suits their business needs. Additionally, startups need to have a good understanding of the investment landscape to attract investors. Professional advice can help startups to get startup registration and develop an investment strategy that outlines their business plan, growth potential, and financial projections.

Legal Compliance

Startups need to comply with various legal and regulatory requirements, such as tax laws, labor laws, and securities laws. Non-compliance with these laws can lead to severe penalties and legal issues that can affect the startup's reputation and financial stability. Professional advice can help startups understand the startup services required related to legal and regulatory requirements that apply to their business and ensure compliance. This can include help with registering the business, obtaining necessary licenses and permits, preparing tax returns, and complying with labor laws. Additionally, startups may need to comply with securities laws if they plan to raise capital from investors. Professional advice can help startups understand the securities laws that apply to their business and ensure compliance.

Financial Planning

Financial planning is critical to the success of any business, and startups are no exception. Startups need to have a solid financial plan that outlines their expenses, revenue, and cash flow projections. A financial plan helps startups track their financial performance and make informed decisions about their business's future. Professional advice can help startups develop a realistic financial plan that takes into account their unique business model and goals. This can include help with budgeting, forecasting, financial analysis, and cash flow management. A good financial plan can help startups avoid financial pitfalls and achieve their business goals.

Risk Management

Startups face many risks, such as market volatility, competition, and unexpected events. Managing these risks is critical to the success of any business. Professional advice can help startups identify the risks they face and develop strategies to mitigate them. This can include help with insurance, risk assessment, and risk management. Professional advice can also help startups develop contingency plans to mitigate or minimize potential losses. This can help the startup avoid significant losses and protect its long-term viability.


Professional advisors provide an objective perspective that can help startups make unbiased financial decisions. As entrepreneurs, startups may have emotional attachments to their businesses and may find it difficult to make objective financial decisions. Professional advisors can provide an objective viewpoint, free from emotional bias, that can help startups make better financial decisions. They can analyze financial data and provide recommendations based on objective financial analysis, rather than subjective opinions.

Focus on core business

Professional advice can help entrepreneurs focus on their core business by providing them with expertise and guidance in areas outside of their core competency. Startups can delegate the noncore areas to professionals so that they can focus on key business drivers to make good strategic planning for their business. Overall, Professional advice can help entrepreneurs stay focused on their core business by providing them with the expertise and guidance they need to delegate tasks, identify key business drivers, develop a strategic plan, manage risks, and access valuable resources
Overall, seeking professional advice for financial decisions can help a new startup navigate the complex financial landscape and make informed decisions that will help them achieve their goals and succeed in the long run.
submitted by ampuesto to u/ampuesto [link] [comments]

2023.03.21 16:00 Mewsie93 Are they really that lazy?

I heard the stories, but I never thought it would happen to me. Until today that is.
For a discussion post in one of my classes, I had a student not only use ChatGPT to write their discussion, but they included this lovely tidbit:
"As an AI language model, I can suggest some ways to..."
If you're going to cheat, at least try to do it intelligently.
submitted by Mewsie93 to Professors [link] [comments]


YERINGTON, Nev., March 20, 2023 (GLOBE NEWSWIRE) -- Nevada Copper (TSX: NCU) (OTC: NEVDF) (FSE: ZYTA) (“Nevada Copper” or the “Company”) today announced that it has filed its audited consolidated financial statements, management's discussion and analysis ("MD&A") and Annual Information Form (“AIF”) for the year ended December 31, 2022. These filings can be found on the Company’s website at and the Company’s SEDAR profile at
Randy Buffington, President & CEO stated , “We continue to make excellent progress on the construction projects that are required ahead of stope mining and milling activities at Pumpkin Hollow. The vent shaft stripping and excavation for the ore handling system are well underway. Ongoing mining and development activities advancing towards higher grade EN Zone stoping areas continue to demonstrate competent rock quality and ground conditions as predicted in the geotechnical rock model, fully in-line with expectations. We are currently on track to meet our primary restart and ramp-up goal of achieving nameplate milling capacity by the end of 2023.”
2023 Outlook
Nevada Copper’s principal objective for 2023 is to have the Underground Mine operating at nameplate milling capacity of 5,000 tons per day by year end with all critical underground infrastructure complete and sufficient advance development to support sustained operations. Underground lateral development of 24,000 feet is planned for 2023 to establish capital headings and stope development ahead of the commencement of stope mining planned in the third quarter of 2023. Mill restart is scheduled for late Q3 2023 at an expected rate of approximately 3,500 tons per day, ramping up to 5,000 tpd by the end of 2023.
About Nevada Copper
Nevada Copper (TSX: NCU) is the owner of the Pumpkin Hollow copper project located in Nevada, USA with substantial reserves and resources including copper, gold and silver. Its two fully permitted projects include the high-grade Underground Mine and processing facility, which is undergoing a restart of operations, and a large-scale open pit PFS stage project.
Randy Buffington
President & CEO
For additional information, please see the Company’s website at [*](, or contact:*
Tracey Thom Vice President, IR and Community Relations
[[email protected]](mailto:[email protected])
+1 775 391 9029
Cautionary Language on Forward Looking Statements
This news release contains “forward-looking information” and “forward-looking statements” within the meaning of applicable Canadian securities laws. All statements in this news release, other than statements of historical facts, are forward-looking statements. Such forward-looking information and forward-looking statements specifically include, but are not limited to, statements that relate to development and restart and ramp-up plans and activities at the Underground Mine and the timing in respect thereof.
Forward-looking statements and information include statements regarding the expectations and beliefs of management. Often, but not always, forward-looking statements and forward-looking information can be identified by the use of words such as “plans”, “expects”, “potential”, “is expected”, “anticipated”, “is targeted”, “budget”, “scheduled”, “estimates”, “forecasts”, “intends”, “anticipates”, or “believes” or the negatives thereof or variations of such words and phrases or statements that certain actions, events or results “may”, “could”, “would”, “might” or “will” be taken, occur or be achieved. Forward-looking statements or information should not be read as guarantees of future performance and results. They are subject to known and unknown risks, uncertainties and other factors which may cause the actual results and events to be materially different from any future results, performance or achievements expressed or implied by such forward-looking statements or information.
Such risks and uncertainties include, without limitation, those relating to: requirements for additional capital and no assurance can be given regarding the availability thereof; [the outcome of discussions with vendors;] [Note to NCU: Is this still relevant? If not, it can be deleted here and in the MD&A and AIF.] the ability of the Company to complete the restart and ramp-up of the Underground Mine within the expected cost estimates and timeframe; the impact of COVID-19 on the business and operations of the Company; the state of financial markets; history of losses; dilution; adverse events relating to milling operations, construction, development and restart and ramp-up, including the ability of the Company to address underground development and process plant issues; ground conditions; cost overruns relating to development, construction and restart and ramp-up of the Underground Mine; loss of material properties; interest rate increases; global economy; limited history of production; future metals price fluctuations; speculative nature of exploration activities; periodic interruptions to exploration, development and mining activities; environmental hazards and liability; industrial accidents; failure of processing and mining equipment to perform as expected; labour disputes; supply problems; uncertainty of production and cost estimates; the interpretation of drill results and the estimation of mineral resources and reserves; changes in project parameters as plans continue to be refined; possible variations in ore reserves, grade of mineralization or recovery rates from management’s expectations and the difference may be material; legal and regulatory proceedings and community actions; accidents; title matters; regulatory approvals and restrictions; increased costs and physical risks relating to climate change, including extreme weather events, and new or revised regulations relating to climate change; permitting and licensing; dependence on management information systems and cyber security risks; volatility of the market price of the Company’s securities; insurance; competition; hedging activities; currency fluctuations; loss of key employees; other risks of the mining industry as well as those risks discussed in the Company’s Management’s Discussion and Analysis in respect of the year ended December 31, 2022 and in the section entitled “Risk Factors” in the Company’s Annual Information Form dated March 20, 2023. The forward-looking statements and information contained in this news release are based upon assumptions management believes to be reasonable, including, without limitation: no adverse developments in respect of the property or operations at the project; no material changes to applicable laws; the restart and ramp-up of operations at the Underground Mine in accordance with management’s plans and expectations; no material adverse impacts from COVID-19 going forward; the Company will be able to obtain sufficient additional funding to complete the restart and ramp-up of the Underground Mine, no material adverse change to the price of copper from current levels; and the absence of any other factors that could cause actions, events or results to differ from those anticipated, estimated or intended.
The forward-looking information and statements are stated as of the date hereof. The Company disclaims any intent or obligation to update forward-looking statements or information except as required by law. Although the Company has attempted to identify important factors that could cause actual actions, events, or results to differ materially from those described in forward-looking information and statements, there may be other factors that could cause actions, events or results not to be as anticipated, estimated or intended. Specific reference is made to “Risks and Uncertainties” in the Company’s Management’s Discussion and Analysis in respect of the year ended December 31, 2022 and “Risk Factors” in the Company’s Annual Information Form dated March 20, 2023, for a discussion of factors that may affect forward-looking statements and information. Should one or more of these risks or uncertainties materialize, should other risks or uncertainties materialize or should underlying assumptions prove incorrect, actual results and events may vary materially from those described in forward-looking statements and information. For more information on the Company and the risks and challenges of its business, investors should review the Company’s filings that are available at
The Company provides no assurance that forward-looking statements and information will prove to be accurate, as actual results and future events could differ materially from those anticipated in such statements or information. Accordingly, readers should not place undue reliance on forward-looking statements or information.
Universal Site Links
submitted by Then_Marionberry_259 to Treaty_Creek [link] [comments]

2023.03.21 13:49 NASDQplayer97 Epazz Holdings: ZenaDrone 1000 AI Predictive was Well-Received at a California Airbase: Visit Leads to Flight Demonstrations With Multiple Airbases and Presentations

CHICAGO, IL, Mar 21, 2023 (GLOBE NEWSWIRE via COMTEX) -- CHICAGO, IL, March 21, 2023 (GLOBE NEWSWIRE) -- via NewMediaWire - Epazz Inc. (OTC: EPAZ), a mission-critical provider of drone technology, blockchain mobile apps, and cloud-based business software solutions, announced today that ZenaDrone, Inc's. visit to a California Airbase has led to flight demonstrations and presentations with multiple airbases. Company representatives met with the top military officials to discuss how ZenaDrone 1000 works within their operations. The company is in the process of scheduling and will receive a formal invitation within the next few weeks.
The company will hand control over to the military pilots to operate ZenaDrone 1000, letting them assess the ease of use and portability of the drone. In addition, company representatives will meet with the maintenance crew to determine how to integrate ZenaDrone 1000 into operations. Flight demonstrations are tentatively scheduled for June, pending completion of the necessary paperwork and regulations. The company is in the process of registering additional drones with the FAA and securing the necessary insurance.
CEO Shaun Passley, PhD, said, "We received amazing feedback on ZenaDrone 1000 and are very pleased to be moving to the next stage with the USAF."
ZenaDrone Inc. is a provider of a multifunctional unmanned aerial vehicle equipped with machine learning systems, multispectral sensors, and AI technology. ZenaDrone uses the data captured from its cameras to create a 3D interactive environment.
The ZenaDrone 1000 has garnered positive reviews in several industries, especially in the military, agricultural, oil and gas, wildfire management, and civil engineering industries. This year, ZenaDrone aims to enhance its AI capabilities to include autonomous navigation of unmapped terrains, deep learning algorithms for various actions, and dual use features to accommodate commercial and military drone applications.
The ZenaDrone team will use predictive AI analytics or predictive modeling--a type of analysis that employs methods and resources--to create predictive models and forecast future outcomes based on acquired data. Predictive analytics refers to a method rather than a specific technology. Techniques used in predictive analytics include machine learning algorithms, sophisticated mathematics, statistical modeling, descriptive analytics, and data mining.
Epazz Holdings will prioritize upgrading the ZenaDrone 1000's AI technology to increase its global reach across industries.
About ZenaDrone Inc. ( ZenaDrone Inc. is dedicated to improving its intelligent unmanned aerial vehicle technology that incorporates machine learning software and AI. It was created to revolutionize the hemp farming sector and later evolved into an intelligent multifunctional industrial surveillance, inspection, and monitoring solution.
About Epazz Inc. ( Epazz Inc. is a leading cloud-based software company that specializes in providing customized cloud applications to the corporate world, higher education institutions, and the public sector. Epazz BoxesOS(TM) v3.0 is a complete web-based software package for small and mid-sized businesses, Fortune 500 enterprises, government agencies, and higher education institutions. BoxesOS(TM) provides many of the web-based applications organizations would otherwise need to purchase separately. Epazz's other products include DeskFlex(TM) (room-scheduling software) and Provitrac(TM) (an applicant-tracking system).
SAFE HARBOR This Safe Harbor statement is made under the Private Securities Litigation Reform Act of 1995.
Certain statements contained in this press release are "forward-looking statements" within the meaning of the Private Securities Litigation Reform Act of 1995. Forward-looking statements can generally be identified by the use of words such as "may," "expect," "intend," "estimate," "anticipate," "believe," or "continue" (or the negatives thereof) or similar terminology. Such forward-looking statements are subject to risks, uncertainties, and other factors that can cause actual results to differ materially from future results or those implied by such forward-looking statements. Investors are cautioned any forward-looking statements are not guarantees of future performance, and actual results might differ materially from those contemplated by such forward-looking statements. Epazz Inc. assumes no obligation and has no intention of updating those forward-looking statements, and it has no obligation to update or correct information prepared by third parties that is not paid for by Epazz Inc. Investors are encouraged to review Epazz Inc.'s public filings on and, including its unaudited and audited financial statements and its over-the-counter market filings, which contain general business information about the company's operations, results of its operations, and risks associated with the company and its operations.
submitted by NASDQplayer97 to Shortsqueeze [link] [comments]

2023.03.21 13:47 hawaiianbeachrentals What Are The Things You Can Do In Oahu When It Rains?

What Are The Things You Can Do In Oahu When It Rains?
A rainy day in Oahu doesn’t have to mean staying cooped up in your hotel room considering that the island offers plenty of activities and attractions that can be enjoyed rain or shine.
From exploring hidden gems to learning about the island’s rich culture and history, there’s always something to do on Oahu, even on the wettest of days, and if you’re wondering what those activities are, you’re at the right place.
In this article, we will share some of the top things to do in Oahu when it’s raining, so you can make the most of your island vacation, regardless of the weather. Not only that but, we are also going to list down some of the things that you need to do before heading out on a rainy day so you can have fun!

The Best Fun Things To Do In Oahu When It’s Raining

Here are some of the things to do Oahu or nearby when it’s constantly raining:
Explore the Hawaii State Art Museum
Visiting the Hawaii State Art Museum can be a great thing to do on a rainy day while on Oahu. The museum is located in downtown Honolulu and is an indoor space that offers visitors the chance to view a diverse collection of contemporary Hawaiian art. The exhibits showcase works by local artists as well as pieces that reflect the cultural heritage and history of Hawaii. On top of that, the museum is free to the public, making it an accessible and budget-friendly activity for everyone. Not only that but by visiting the Hawaii State Art Museum, families can stay productive on a rainy day on Oahu while learning more about the vibrant art scene in Hawaii.

Things to do in Hawaii
Discover the Byodo-In Temple
Discovering the Byodo-In Temple is another great activity to do on a rainy day while on Oahu. This temple is located at the base of the Ko’olau Mountains, particularly in the Valley of the Temples Memorial Park. It is an indoor and outdoor tourist attraction that provides visitors with a unique cultural experience.
The temple is a replica of a 900-year-old Buddhist temple in Uji, Japan. It features traditional Japanese architecture, including a large meditation hall and a beautiful garden filled with koi ponds, waterfalls, and tropical plants. Inside the temple, visitors can admire intricate wood carvings and stunning works of art that they will not find anywhere else.
By visiting the Byodo-In Temple on a rainy day, visitors can enjoy the serene and peaceful surroundings of the temple while staying dry under the temple’s sheltered areas. Along with that, visitors can take their time to explore the temple grounds, take photos, and soak in the beauty and tranquility of this unique cultural attraction!

Visit The Malls
On a rainy day, you can visit the malls in Oahu and just chill there to take a look at what the locals do in their free time. While there are multiple malls that you can visit during your stay, here are some of the best malls in Oahu and surrounding areas, along with some of the things you can do at each mall:
Ala Moana Center
The Ala Moana Center is considered to be the largest open-air shopping center in the world and the best thing about it is that it offers a wide variety of shopping, dining, and entertainment options for its visitors. Inside this mall, visitors can find high-end fashion brands, local boutiques, and international stores. There’s also an indoor food court and a variety of restaurants, as well as a movie theater and live entertainment, making it a great option for those that are looking to stay productive even on a rainy day.

Things to do oahu Hawaii
Pearlridge Center
This is the largest enclosed shopping center in Hawaii and is located in Aiea. The mall offers more than 170 shopping stores and restaurants, including popular retailers like Macy’s and Sephora, and a variety of local and international brands. Inside the mall, there’s also a movie theater and an indoor miniature golf course, making it a great option for almost all visitors, which means it’s a great option for those that are looking for things to do around me.
Windward Mall
Located in Kaneohe, the Windward Mall is a smaller shopping center when compared to the other ones that we listed. But despite its size, this mall offers a more relaxed and low-key shopping experience. The mall currently has more than 110 stores and restaurants, including a variety of local boutiques and specialty shops. Just like the other malls, this one also has a movie theater and a children’s play area.
Ka Makana Ali’i
The Ka Makana Ali’i is a mall that’s located in Kapolei. The mall offers a mix of local and international retailers, as well as a variety of dining options for all the foodies out there. There’s also an indoor playground and an outdoor performance stage for entertainment purposes.
Waikele Premium Outlets
If you’re into premium shopping, Oahu has something for you too. This outdoor shopping center currently offers more than 50 outlet stores, including popular brands like Nike, Coach, and Tommy Hilfiger. The mall is located in Waipahu and the best thing about it is that it offers discounted prices on high-end merchandise all year long.
Note: At each of these malls, you can do more than just shop. Many of them offer dining options ranging from food courts to restaurants, as well as entertainment such as movie theaters, playgrounds, and live performances. Some malls even offer unique experiences like miniature golf or outdoor stages for live events. Additionally, each mall has its unique atmosphere and selection of stores, making it worth exploring even if you’re not a big shopper.
Relax In A Spa
Visiting a spa on a rainy day in Hawaii can offer several benefits beyond just relaxation.
Numerous spas in Hawaii, no matter which island you’re on, are known for using natural and local ingredients, such as honey, coconut oil, and sea salt, in their treatments to nourish and rejuvenate the skin. These ingredients are often sourced from local farmers and producers, which means those that are availing of these services are also supporting the island’s economy and are promoting sustainability.
In addition to using natural ingredients, many Hawaiian spas incorporate traditional healing practices into their treatments.
For example, the Lomi Lomi massage is a traditional Hawaiian massage technique that uses long, flowing strokes to release tension and promote relaxation. This massage is believed to not only relax the body but also to balance the mind and spirit.
Also, rainy days in Hawaii can be an opportunity to experience hydrotherapy, which involves the use of water for therapeutic purposes. Many Hawaiian spas offer hydrotherapy treatments, such as hot tubs, saunas, and steam rooms. These treatments can help to improve circulation, reduce muscle tension, and detoxify the body.
Check out the Waikiki Aquarium
Checking out the Waikiki Aquarium on a rainy day can be a great way to stay dry while still experiencing the unique marine life found in the waters surrounding Hawaii.
The Waikiki Aquarium is home to more than 3,500 species of marine life, including colorful tropical fish, sea turtles, and coral reefs. The aquarium also features exhibits on Hawaii’s marine ecosystems and the conservation efforts that are being made to protect them.
Also, the rainy weather can help out in creating a more tranquil and relaxed atmosphere, which can enhance the entire experience of exploring the aquarium.
Visitors can take their time and stroll through the exhibits, admiring the beauty and diversity of Hawaii’s marine life. The aquarium also offers educational programs and activities, such as guided tours and interactive exhibits, which can provide a deeper understanding of marine ecosystems and the importance of conservation efforts.
In addition, the Waikiki Aquarium is located in the heart of Waikiki, which offers plenty of options for indoor activities and dining.
On top of that, all the visitors of this aquarium can explore the nearby shops, art galleries, and museums, or grab a bite to eat at one of the many restaurants in the area.

Things to do in Honolulu Hawaii
Travel And Visit the Honolulu Zoo
Amidst the rain, the Honolulu Zoo is a fantastic option for visitors to explore on Oahu.
Housing over 900 animals, including native species to Hawaii and the Pacific Islands, the zoo offers a chance to see a variety of animals up close, including majestic elephants, towering giraffes, fierce tigers, and playful monkeys.
In this tropical paradise, guests can learn about the animals’ natural habitats and behaviors in a unique and immersive way.
On a rainy day, visitors can add a new dimension to the animal-watching experience, with many of the animals being more active during or after rainfall. With both indoor and outdoor exhibits, including the Hawaiian Monk Seal Habitat, Komodo Dragon Exhibit, and Discovery Forest, visitors can enjoy all that the zoo has to offer, regardless of the weather.
In addition to the animal exhibits, the Honolulu Zoo offers various educational programs, such as guided tours, animal encounters, and educational exhibits, to provide visitors with a deeper understanding of the animals and the conservation efforts that are being carried out for them. Not only that but guests of the zoo can also refuel at one of the several on-site dining options, such as the cafe and snack bar, before continuing their animal adventure.
All in all, a visit to the Honolulu Zoo on a rainy day can be an exciting and educational experience, where visitors can discover and appreciate the diversity of the animal kingdom in a tropical paradise setting, making it a great thing to do in Oahu.

Hike to Manoa Falls
Hiking to Manoa Falls on a rainy day can be a unique and exciting experience for visitors to Oahu. However, it is essential to take certain precautions before setting out on the trail.
Due to the rainfall, the trail can become muddy and slippery, making it challenging to navigate. It is advisable to wear appropriate hiking shoes with good traction to avoid slipping or falling. Additionally, it is essential to dress appropriately for the weather, including rain gear, to stay dry and comfortable during the hike.
On the other hand, a rainy day can provide stunning views of the lush greenery and waterfall. The increased flow of water can make the waterfall appear more dramatic, creating an unforgettable experience for hikers.
It is important to note that during heavy rainfall, the trail may become hazardous, and it is advisable to check with the park authorities before starting the hike.

Visit the Lolani Palace
The Lolani Palace is a significant historical landmark and was the official residence of the Hawaiian monarchs during the late 1800s, and on a rainy day, visitors can take their time exploring the palace without worrying about the weather. The palace is indoors and air-conditioned, providing a comfortable environment to escape the rain and humidity outside.
Visitors can take a guided tour of the palace and learn about the history of Hawaii and its monarchy. The tour includes a visit to the Palace’s many rooms, including the throne room, dining room, and private chambers, which are adorned with beautiful artifacts and decorations that tell the story of Hawaii’s royal past.
In addition to the guided tours, the palace also offers several educational programs, including cultural demonstrations, lectures, and musical performances, which provide a deeper understanding of Hawaii’s history and culture.

A rainy day in Oahu doesn’t have to put a damper on your vacation plans.
There are plenty of indoor activities and outdoor adventures that can be enjoyed, rain or shine. Whether you want to explore the island’s culture and history, relax at a spa, or get up close and personal with animals, there is something for everyone.
Some tips to keep in mind when planning your rainy day activities in Oahu include bringing appropriate rain gear, such as umbrellas and rain jackets, wearing comfortable and slip-resistant shoes for any outdoor adventures, and checking the weather forecast for updates on any potential storms. It’s also a good idea to call ahead or check online for any changes in hours or closures due to inclement weather.
So don’t let a little rain ruin your Hawaiian vacation. Embrace the opportunity to try something new and experience the island differently. With these options and tips, you can still make the most of your time in Oahu, rain or shine.
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2023.03.21 13:46 Dacxi Blockchain gaining adoption in more than just DeFi: Report

Blockchain gaining adoption in more than just DeFi: Report

Source: Cointelegraph
Anyone familiar with the blockchain industry knows that decentralized finance (DeFi) is one of the sector’s most prominent use cases with the most substantial adoption. Recent issues in the banking sector, like those surrounding Silicon Valley Bank and Credit Suisse, have caused many to take a second look at Bitcoin and crypto as an alternative to the traditional banking system. And while the further expansion of DeFi bodes well for the rest of the crypto industry, is blockchain technology expanding and being utilized in other ways as well?
That’s the question Cointelegraph Research dives into in its latest report, “Blockchain Use Cases and Adoption.” It does cover some financial use cases for Bitcoin and crypto but also explores data management, cloud storage, supply chain, smart sensors, carbon credits, decentralized autonomous organizations, digital identities, and more. The report focuses on real-world use cases rather than theoretical applications and highlights projects in each area.
Cointelegraph Research used the current market penetration of different projects, the compound annual growth rate (CAGR) of the industry, and various macroeconomic factors to create an equation of exchange model, which was used to project the future total value locked (TVL) and potential penetration of blockchain technology in each segment. For example, in 2022, the estimated size of the global insurance market was $5.94 trillion, with the blockchain industry penetration rate at 0.01%. Cointelegraph Research forecasts that by 2025, blockchain projects will penetrate 0.05% of the total addressable market, at a TVL of $4.2 billion.

The world is already on the blockchain in many ways

Bitcoin has been on a run during the past few weeks, and the crypto industry has reclaimed a $1 trillion market capitalization — but there are other markers also pointing to positive signs for future adoption. A June 2022 Deloitte survey found that 75% of United States retailers planned to accept crypto payments within two years, while a Cointelegraph survey last year found that 62% of professional investors held digital assets. Meanwhile, $36.6 billion in venture capital was invested into the blockchain industry in 2022, which will help grow new projects in the future.
The “Blockchain Use Cases and Adoption Report” covers this and blockchain’s current financial use cases, but it also dives deeper into its applications in entertainment, data management, ESG (environmental, social and governance), and decentralized autonomous organizations.

More than just a fiat replacement

The Bitcoin revolution inspired the creation of more than just an electronic cash system, with the technology having since morphed into many different applications. The “Blockchain Use Cases and Adoption Report” purposefully stays away from projects still in the incubation stage, instead focusing on those whose adoption of blockchain has actively impacted the market landscape.
For example, as highlighted in the “Data Management” section of the report, Internet of Things sensors have a great CAGR and can grow significantly in their sector over the next two years. They offer great solutions to various current sensor applications, such as smart cities and even automobiles, which can use distributed ledger technology like blockchains or directed acyclic graphs to better interact with the environment around them.
Read the full article:
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2023.03.21 11:58 Elon__Ge Stock Market Today (as of Mar 21, 2023)

Stock Market Today (as of Mar 21, 2023)
On Monday, the three major U.S. stock indexes fluctuated upwards. At the close, Dow Jones was up 1.2%, the Nasdaq 100 was up 0.39%, and the S&P 50 was up 0.89%.
The U.S. 10-year Treasury yield rose 1.395% to close at 3.488%, -50 bps worse than the 2-year yield. The panic index VIX fell 5.33%, Brent crude oil closed up 1.76%, and spot gold closing down 0.39% yesterday at $1978.8 per ounce. The dollar index continued to fall from its high level, closing at 103.29.
Goldman Sachs said that due to pressure on the banking system, the Federal Reserve is not expected to raise interest rates this week. JP Morgan’s chief economist Bruce Kasman expects the Fed to raise interest rates by 25 basis points on Wednesday. It is reported that the Group of Seven countries are unlikely to revise the price cap on Russian oil this week, although there is preliminary evidence that crude oil sales are well below the current $60 threshold. Goldman Sachs lowered its forecast for Brent crude oil to $94/barrel for the next 12 months and to $97/barrel for the second half of 2024 (compared to previous forecasts of $100/barrel).
Trending Stocks
Credit Suisse (CS)
Credit Suisse stock was down 52.99% after UBS agreed to acquire Credit Suisse for $3.2 billion and agreed to take losses of up to $5.4 billion, and the Swiss National Bank will provide 100 billion Swiss francs in liquidity assistance to the combined bank. Standard & Poor's downgraded UBS 'outlook to "negative" from "stable" with an "A-" rating.
First Republic Bank (FRC)
First Republic Bank was down 47.11% after it was downgraded again by the rating agency on Sunday, days after its rating was downgraded to junk by S&P Global. Standard & Poor's announced that it will downgrade the bank's long-term issuer credit rating to B + from BB +. In explaining its action on Sunday, S&P said that First Republic's rating "remains on the negative watch list, indicating that if the bank cannot make some progress in stabilizing deposits and restoring the franchise value that may have been damaged in our view, we may further downgrade the rating." Elsewhere, JP Morgan advising First Republic Bank on strategic alternatives, including a capital raise. A sale of the bank is also a possibility.
Applied Materials (AMAT)
Applied Materials was up 5.84% last week while our magic portfolio has picked the stock last Monday and sell it this Monday. Applied Materials said on Mar 13 that it plans to boost its quarterly dividend to 32 cents a share from 26 cents, an increase of 23%. It also announces the new $10 Billion Share Repurchase program at the same time. Last week is an extremely volatile trading week; however, AMAT held up very well. It is in the Large Cap & Blend Style portfolio under the Magic Portfolio. Click for much more opportunities in the Magic Portfolio like AMAT.
Last Friday, Silicon Valley Bank, which provides loans to major players in the technology industry, became the biggest bank to fail since the financial crisis of 2008. To avoid a crisis in the wider banking system, regulators abruptly closed Signature Bank on Sunday night. The rapid closure of both banks has caused shockwaves throughout the technology industry, Wall Street, and Washington. Here are the companies that could be affected by the shockwave from SVB's bankruptcy. SVB Bankruptcy Stocks
ChatGPT has been so popular in recent days. In short, ChatGPT is “an AI-powered chatbot developed by OpenAI, based on the GPT (Generative Pretrained Transformer) language model.” Many big tech players (Google, Microsoft, Alibaba, Baidu) has participated in the field, along with small firms (, Zhihu). For instance, has an impressive return of 133% last month. Check out below for a complete list of ChatGPT concept stocks. ChatGPT Stocks
Every day there are plenty of opportunities happen before market open. The preset screen, Pre-Market Change Stocks, provides you the list of pre-market opportunities that are selected by our well-experienced analysts and AI analysts.
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2023.03.21 10:31 _lilleum References to the Veil

Before the next popular post with ready-made answers appears, I suggest looking at the references from the senior artist to the Veil Will you follow the wanderer with ready answers or do you know how to ask your own questions?
1. DNA image
Most likely, the image of dna and the infinity sign is a collage. I suggest that the dna image is taken from an article in a scientific journal available at this address (pdf can be downloaded). The article is written in Russian, this image is an illustration of the simplified structure of dna. The article tells about the origin of life on earth and how it is connected with two principles — dna and water.
The infinity sign is a contour image of a dna helix on a plane. This is if the Veil was round on the other side, but it seems to be cut off. The ability of the Witness presents such an opportunity.
2. Lorenz system
Lorenz's strange attractor. This is an extensive topic about chaos theory. In particular, Seth Dickinson used a similar theory in his story about the Looms. A special case in the Destiny canon can be found even at the very beginning of the history of the meeting of humanity and the Traveler: Mihaylova worked with a group of scientists and was engaged in the development of artificial intelligence. One of the most important tasks was to teach the system to predict natural phenomena, especially of a catastrophic nature. Thus, currently, scientists who are engaged in weather forecasting are also studying chaos theory.
3. Oscillon # 10
This photo by Ben F. Laposky. This is the "visual music". The color was created using filters installed on the oscilloscope. There was a recording of the observation of how the electron unfolds in time. The images give the impression of spatial depth and movement in space. These abstractions are complex compositions, the artist carefully thought out algorithms for the passage of electron rays on the fluorescent surface of the cathode tube of the oscilloscope.
Ben Laposky used Lissajous Figures to create his compositions. In general, this is all about the experiments of creating the effect of a three-dimensional image on a two-dimensional plane.
4. Hourglass
by Ian Andreiev, 5 second studio. This reference tells the artist what light, shadow, texture, glare should look like on a hyperboloid glass shape.
5. Abstract Torus Art
By Ryan Cameron. I recommend watching his video Enter a Google search for "holographic model of the universe and a holographic model of consciousness" and you will be happy...,
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2023.03.21 10:29 vchavan12 Significance of Data Science in the Modern Era

Every organization needs data, which is a crucial component. Any company that can effectively use its data will benefit from it, and it can assist businesses in making decisions based on data, statistics, patterns, and trends. Data science combines subject-matter expertise from programming, arithmetic, and statistics to produce insights and understanding of data. Data science is a highly lucrative topic of study. Businesses are employing data scientists in greater numbers to bolster their analytics teams. It's best to go through some Online Data science course in Canada provided by reputable institutes if you want to be an outstanding candidate in terms of employability.

What is Data Science?

Data science is a branch of big data that aims to deliver practical knowledge based on vast amounts of complex data. Data science combines a number of disciplines to perform mathematical, statistical, and computational activities to understand data for use in decision-making.
In order to derive insights from analytics, data must be analyzed, visualized, extracted, managed, and stored. These reports and insights aid businesses in the analysis of their marketing plans, production of more effective data-driven decisions, and improvement of their advertising.

What is a Data Scientist?

A data scientist is a person who gathers vast amounts of data, analyzes it, and then interprets it to assist a business in boosting sales and enhancing operations.
In order to study data and uncover trends, patterns, and links in data sets, certified data scientists use sophisticated analytical tools and statistical models. They then use their findings and results to inform further data analysis.
Besides detecting operational risks and addressing small firms' difficulties, this information can be utilized to compute the repeat purchase rate, forecast consumer behavior, and identify consumer trends. When presenting data insights to individuals within a company or institution, a data scientist is frequently a storyteller who does it understandably and powerfully. There are many data science courses in Canada available on the market to help the aspirants get started as a data scientist.

Subsets of Data Science

Data science combines machine learning, deep learning, mathematics, statistics, domain expertise, information technology, and software development. The fundamentals of data science involve dealing with probability, numbers, vectors, and more. They include anything from analyzing core data through math and statistics to model creation.
Artificial intelligence and deep learning both fall under machine learning. In reality, data science and artificial intelligence are both subsets of machine learning that focus on developing models. Furthermore, it is thought that to utilize machine learning in such fields, relevant information technology and software development abilities are required.
Moreover, since different organizations employ different data analytics for prediction and checking the reliability of the outputs using the appropriate metrics and relevant data, determining the correctness of findings can take a long time, even with basic knowledge of business areas.

Importance of Data Science in the Modern World

In order to enhance marketing, data science is crucial. Big data and data science will largely influence future progress. Data scientists must analyze, visualize, extract, manage, and store data to derive valuable insights from analytics. These reports and insights aid businesses in the analysis of their marketing plans, the production of more effective data-driven decisions, and the improvement of their advertising.
Data is gathered from various sources and platforms, including social media, phone data, e-commerce websites, healthcare surveys, internet searches, etc. When data becomes more readily available, a new area of research termed "Big Data" (huge data sets) can emerge, potentially leading to better operational tools across all industries.
Through partnerships with financial technology businesses, who utilize technology to create and improve conventional financial products and services, it is feasible to access continuously expanding sets and data easily.
The information generated generates more information for newly developed financial technology products, such as cloud computing and storage, that can be easily shared across all businesses.
Yet, it can be tricky and time-consuming for businesses to evaluate massive amounts of unstructured data for efficient decision-making. Data science has become famous worldwide as a means of addressing such annoyances.

How Does Data Science Work?

Data science uses various methods and technologies, including big collected data sets from several disciplines. For use in making decisions, these tools retrieve relevant data from extensive data collections and evaluate that data.
Mining, statistics, analysis, machine learning, and some programming are among the disciplinary topics of data science.
In order to extract valuable and pertinent data from large, complex data sets, data mining uses algorithms to identify patterns in the sets.
This retrieved data is used in statistical techniques like predictive analysis to gauge the impact of occurrences on the basis of forthcoming ones.
An artificial intelligence system called machine learning can process vast volumes of data that would take a human lifetime. The decision model described in the rough analysis by machine learning

How Do Data Science Help Businesses – Power of Data science

Hope you got a complete overview of data science and its importance in the modern world. If you are interested in becoming a certified data scientist in MAANG Firms, Learnbay offers a rigorous data science course in Dubai. The 9-month course is specifically designed for working professionals wanting a career transition to data science.
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2023.03.21 10:21 emaanderson1 Variable Frequency Drive Market Emerging Growth, Business Development and Regional Analysis Till 2027

The global variable frequency drive market is segmented by voltage type into low voltage and medium voltage; by type into ac drives, dc drives and servo drives; by power range type into micro-power drives, low-power drives, medium-power drives and high-power drives; by application type into pumps, fans, compressors, conveyors and others; by end user type into oil & gas, industrial, power generation, infrastructure and others. It is expected that the market of variable frequency drive will grow rapidly during the forecasted period at a CAGR of 6.57%.
Variable frequency drive (VFD) is a type of power conversion device which controls the rotational speed of an alternating current electric motor. It controls the frequency and voltage supplied to the electric motor. The variable frequency drive also has the capacity to control ramp-down and ramp-up of the motor during start and stop of the motor. Variable frequency drive also known as adjustable speed drive, ac drive, adjustable frequency drive and variable speed drive.
In terms of regional platform, Asia Pacific holds the largest market of variable frequency drive in terms of revenue due to emerging economies in this region such as China and India are investing a huge amount of money in energy efficient devices. Increasing investments toward the establishment of manufacturing facilities with increasing demand for oil & gas and power generation industries in this region are expected to stimulate the market of variable frequency drive over the forecasted period.
Europe is expected to be the fastest growing market for variable frequency drive in terms of revenue over the forecasted period due the stern government standards towards the adoption of energy efficient devices. European Union introduce climate and energy package to fight against climate change which focuses on emissions cuts, energy efficiency and renewable energy. These factors are expected to spur the growth of variable frequency drive market in this region over the forecasted period.
North America is expected to show a rapid growth in terms of revenue due to the high adoption of variable frequency drives in oil & gas and power generation industries. Rising initiatives toward the achievement of energy efficiency devices are also expected to spur the growth of variable frequency drive market in this region.
Rising Demand for Low Voltage Variable Frequency Drive
It is expected that low voltage variable frequency drive segment to grow at the fastest CAGR over the forecasted period i.e. 2017-2027. The demand for low voltage drive from industries such as water & waste water, utilities, metals & mining, petrochemicals and cement are expected to spur the growth of low voltage variable frequency drive market globally over the forecasted period. The low voltage drives are generally used in applications such as fans, pumps, compressors, crushers & mills conveyors and kiln applications. These uses of low variable frequency drive are also expected to stimulate the growth of variable frequency drive market globally.
Increasing initiatives toward energy conservation across commercial, residential and industrial sectors are projected to contribute in the growth of variable frequency drive market globally. High rate of adoption of low voltage drive along with technological advancements across emerging economies such as India and South Korea are also expected to drive the market of variable frequency drive market globally.
Rising Disposable Income Among Population
Rising disposable income among population with innovative technologies will drive the variable frequency drive market globally. Rapid developments by OEMs across developing nations such as China are also expected to contribute in the growth of variable frequency drive market globally.
Growing adoption of high-end technologies by oil field companies are expected to positively impact the variable frequency drive market growth globally.
The report titled “Variable Frequency Drive Market: Global Demand Analysis & Opportunity Outlook 2027” delivers detailed overview of the global variable frequency drive market in terms of market segmentation by voltage, by type, by power range, by application type, by end userand by region.
Further, for the in-depth analysis, the report encompasses the industry growth drivers, restraints, supply and demand risk, market attractiveness, BPS analysis and Porter’s five force model. This report also provides the existing competitive scenario of some of the key players of the variable frequency drive market which includes company profiling ofABB Ltd., General Electric, Hitachi, Mitsubishi Heavy Industries, Ltd., Rockwell Automation, Schneider Electric, Crompton Greaves, Danfoss, Eaton, Emerson Electric Co., Fuji Electric Co., Siemens AG, Toshiba, Weg SA and Yaskawa Electric Corp.
The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials and recent news and developments. On the whole, the report depicts detailed overview of the global variable frequency drive market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market centric strategies according to the ongoing and expected trends in the future.
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2023.03.21 10:16 Darkmoon120 Retrieving Active and New Wallet Data for Crypto on a Specific Blockchain

Hello fellow enthusiasts,
I am currently working on a project that involves analyzing and modeling the cryptocurrency market, and I need to obtain data on active and new wallets for a specific blockchain. I have explored various APIs like CoinGecko and CoinMarketCap but have been unable to find the wallet data I'm looking for.
As a community with extensive knowledge and experience in algorithmic trading and cryptocurrencies, I am hoping that someone here can guide me on the best way to retrieve this data. I am primarily interested in:
  1. The number of new wallets created daily or weekly for a specific cryptocurrency.
  2. The number of active wallets (i.e., those with recent transactions) for a specific cryptocurrency.
If anyone has experience with this type of data or knows of any resources, APIs, or tools that can help me obtain this information, I would greatly appreciate it if you could share your insights.
Additionally, if you have any tips or suggestions on how to preprocess or analyze this data effectively for algorithmic trading or forecasting models, I would love to hear your thoughts!
Thank you in advance for your help, and I look forward to learning from this amazing community!
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2023.03.21 10:08 mallikmallu Top 10 Programming Languages for Data Science Career

Top 10 Programming Languages for Data Science Career
The diverse discipline of data science necessitates a wide range of skills, from programming to machine learning to mathematics and statistics. The growth of data science and machine learning has swept the globe. There is a significant demand for data scientists, and it will only grow. However, data scientists require a particular set of abilities and knowledge of a few programming languages. Beginners in data science could find it intimidating. It's not as difficult as it may appear if you know where to start.
Data science programming languages let you build models that enable prediction by allowing you to extract value from your data easily. Knowing which languages work best for different jobs is crucial. You can register in the top data science course in Chennai, if you want to become proficient in programming languages required for data science projects.
This article will examine some of the most widely used data science programming languages now used by data scientists to help you choose the best tool for the job.

What is Data Science?

Data science is the use of scientific procedures, methods, algorithms, and systems to examine and interpret data in various formats. In order to derive insights, uncover hidden meaning, and uncover new knowledge, data science focuses on synthesizing, predicting, and explaining patterns observed in massive data sets.
Leaders in the field and data scientists use their statistics and machine learning proficiency to glean knowledge from data. They can use various technologies to examine huge databases, such as posts on social media, medical information, transactional data, and more. The position calls for a deep understanding of data science tools like Hadoop, Spark, and SAS and languages like Python or R.

Where do I begin with data science?

The study of data is very popular right now. Big Data and major trends in data science are topics of conversation everywhere, yet it's not always clear how to enter this field. The following advice will help you start your path if you're interested in pursuing a career in data science:
Master the fundamentals of programming:
Although there are many different kinds of careers in data science, almost all of them require some programming knowledge. Thus, having at least a fundamental understanding of programming is crucial before entering this field. It's unnecessary to be an expert programmer or be familiar with a particular language. Yet, it's beneficial to be aware of what programming entails and the kinds of issues that programmers run into when generating code for applications if you want to work as a programmer or analyst for most firms. Start with learning Python, which is the greatest language for data science.

Best Programming Languages for Data Science

Data scientists have access to powerful computing devices. They allow us to do operations on, analyze, and display our data sets that would be impossible to do manually. To learn everything there is to know about data science, check out the online data science course fees in Mumbai. Programming is crucial to data science, but numerous programming languages are available. So, what language is needed for data science? The top nine programming languages that data scientists should be familiar with are listed below:
  1. Python
Any software can be created using the general-purpose programming language Python. For data research, it ranks among the best programming languages. Python is renowned for its easy readability, portable programming, and simple syntax. Developers favor it since it is open-source and compatible with all significant platforms. Many resources are available to assist you in getting started with Python because it is simple to learn and has a sizable developer community. Professional data scientists can also use it because it is powerful enough.
  1. SQL (Structured Query Language)
One of the most frequently used programming languages worldwide is SQL. It is a declarative language for working with databases that enables you to build queries to draw data from your sets. Learning SQL early in your data science path is a good idea because it is used in practically every business. By using a terminal window or embedded scripts in other software applications like word editors or web browsers, SQL instructions can be interactively executed.
  1. R
R is a statistical programming language frequently used for data visualization, statistical analysis, and other types of data manipulation. Data scientists increasingly use R due to its simplicity and versatility in handling complicated analyses on massive datasets. Additionally, R language data science offers many packages for machine learning algorithms like linear regression, k-nearest neighbor algorithm, random forest, neural networks, etc., making it a popular option for businesses looking to integrate predictive analytics solutions into their business operations. For instance, dozens of R packages are currently accessible, enabling you to forecast weather trends and analyze financial markets effortlessly!
  1. Julia
Julia is a crucial language for data science that aspires to be straightforward yet effective, with syntaxes like MATLAB or R. Julia also comes with an interactive shell that enables quick code testing without requiring concurrent program writing. Large-scale datasets can benefit from it because it is also quick and memory-efficient. This enables you to concentrate on the problem without worrying about type definitions, which makes coding considerably faster and more natural.
  1. JavaScript
A computer language called JavaScript is used to create websites and web apps. Since then, it has become the most widely used language for creating client-side web applications. Because it can be used for everything from straightforward animations to intricate artificial intelligence applications, JavaScript is renowned for its adaptability.
  1. Scala
Scala has emerged as one of the most popular languages for use cases in AI and data science. Scala has frequently been referred to as a hybrid data science language between object-oriented languages like Java and functional ones like Haskell or Lisp because it is statically typed and object-oriented. Functional programming, concurrency, and fast performance are just a few of the aspects that make Scala a desirable option for data scientists.
  1. Java
Java is a concurrent, class-based, object-oriented, general-purpose programming language created to have as few implementation dependencies as feasible. Java is, therefore, the best programming language for data science. It is meant to enable "write once, run anywhere" (WORA), which refers to the ability of compiled Java code to execute on any systems that support the Java virtual machine (JVM) or JavaScript engines. However, all JVMs might not be able to execute code that employs platform-dependent capabilities since they are not required to include those features.
MATLAB is a high-level language and interactive environment for numerical computing, visualization, and programming. For data science, many different languages are needed. MATLAB enables matrix operations, data and function visualization, algorithm implementation, user interface design, and software extension. Creating programs that analyze massive amounts of data using MATLAB becomes possible. The term "MATLAB" stands for matrix laboratory in abbreviated form.
  1. C/C++
Computer apps are created using the general-purpose programming language C/C++. It is a low-level language for high-performance applications like games, web browsers, and operating systems. In addition to being widely utilized in the development of applications,
C/C++ is also employed for numerical computations.
You can quickly and effectively handle massive amounts of data using the best data science coding language. The full data science workflow, from exploration to modeling and visualization, should be supported by them. They should also be simple to use and have many features. The most crucial aspect of data science is a programming language. In order to handle complicated problems, programmers construct analytical models and algorithms.
  1. SAS programming
data science course in Chennai
This data science programming language was created specifically for corporate operations and the computerization of complex mathematics. Many businesses choose SAS to complete their duties because it has been around in the data science sector for some time. The disadvantage of SAS is that, in contrast to Python and Java, using it requires a license. SAS falls short of Python and R language in terms of accessibility, just like MATLAB did. This creates a barrier to entry for new customers and businesses, who are more likely to select more user-friendly languages, like Java or C++.


Data science is a field that is expanding quickly and in high demand. Every company requires data scientists to acquire a competitive edge in the market. However, this blog post has covered everything if you want to follow this area and are looking for the best data science programming languages to get started. Check out Learnbay’s data science training in Pune if you want the highest chance of succeeding in data science field.
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2023.03.21 09:44 Jenny-LPInformation Trenchers Market: Competitive Dynamics & Global Outlook 2023

A trencher is a piece of construction equipment used to dig trenches, especially for laying pipes or cables, for installing drainage, or in preparation for trench warfare. Trenchers may range in size from walk-behind models, to attachments for a skid loader or tractor, to very heavy tracked heavy equipment.
LPI (LP Information)' newest research report, the “Trenchers Industry Forecast” looks at past sales and reviews total world Trenchers sales in 2022, providing a comprehensive analysis by region and market sector of projected Trenchers sales for 2023 through 2029. With Trenchers sales broken down by region, market sector and sub-sector, this report provides a detailed analysis in US$ millions of the world Trenchers industry.
This Insight Report provides a comprehensive analysis of the global Trenchers landscape and highlights key trends related to product segmentation, company formation, revenue, and market share, latest development, and M&A activity. This report also analyzes the strategies of leading global companies with a focus on Trenchers portfolios and capabilities, market entry strategies, market positions, and geographic footprints, to better understand these firms' unique position in an accelerating global Trenchers market.
This Insight Report evaluates the key market trends, drivers, and affecting factors shaping the global outlook for Trenchers and breaks down the forecast by type, by application, geography, and market size to highlight emerging pockets of opportunity. With a transparent methodology based on hundreds of bottom-up qualitative and quantitative market inputs, this study forecast offers a highly nuanced view of the current state and future trajectory in the global Trenchers.
The global Trenchers market size is projected to grow from US$ 652.5 million in 2022 to US$ 727 million in 2029; it is expected to grow at a CAGR of 727 from 2023 to 2029.
Tesmec was the global biggest manufacturer in Trenchers industry, with the revenue market Share of 23%, followed by Charles Machine Works, Vermeer, Inter-Drain, Cleveland, Wolfe Heavy Equipment, Barreto, Mastenbroek, EZ-Trench, Guntert & Zimmerman, Port Industries, UNAC, Gaotang Xinhang Machinery, Shandong Gaotang Trencher.Asia-Pacific is the largest Trenchers market with about 38% market share. North America is follower, accounting for about 30% market share.
This report presents a comprehensive overview, market shares, and growth opportunities of Trenchers market by product type, application, key manufacturers and key regions and countries.
Key Questions Addressed in this Report
What is the 10-year outlook for the global Trenchers market?
What factors are driving Trenchers market growth, globally and by region?
Which technologies are poised for the fastest growth by market and region?
How do Trenchers market opportunities vary by end market size?
How does Trenchers break out type, application?
What are the influences of COVID-19 and Russia-Ukraine war?
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Strategic Points Covered in TOC:
Chapter 1: Scope of Trenchers, Research Methodology, etc.
Chapter 2: Executive Summary, global Trenchers market size (sales and revenue) and CAGR, Trenchers market size by region, by type, by application, historical data from 2017 to 2023, and forecast to 2029.
Chapter 3: Trenchers sales, revenue, average price, global market share, and industry ranking by company, 2017-2023
Chapter 4: Global Trenchers sales and revenue by region and by country. Country specific data and market value analysis for the U.S., Canada, Europe, China, Japan, South Korea, Southeast Asia, India, Latin America and Middle East & Africa.
Chapter 5, 6, 7, 8: Americas, APAC, Europe, Middle East & Africa, sales segment by country, by type, and type.
Chapter 9: Analysis of the current market trends, market forecast, opportunities and economic trends that are affecting the future marketplace
Chapter 10: Manufacturing cost structure analysis
Chapter 11: Sales channel, distributors, and customers
Chapter 12: Global Trenchers market size forecast by region, by country, by type, and application.
Chapter 13: the key raw materials and key suppliers, and industry chain of Trenchers.
Chapter 14: Research Findings and Conclusion
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2023.03.21 09:29 TerribleSell2997 Advanced Process Control (APC) Market to see Huge Growth by 2029

The global advanced process control (APC) market is estimated to grow at a CAGR of nearly 9.5% during the forecast period. Advanced Process Control (APC) Market report provides us with a complete outlook on thorough assessment of thorough data about vital feature of the global industry related to market size, revenue, development and market sales. This study report captures regulatory concerns and entry barriers that greatly affect the market growth. This report emphasizes on how industries get benefit from strategies offered here and achieve ample revenue other than also flashes light on constraints which can become great obstruction. It further helps to predict revenue increasing opportunities available in the marketplace. In addition, it then goes on to talk about volume trends, values and historical pricing structure. This Advanced Process Control (APC) Market study report also helps to predict growth and opportunities in the market. Furthermore, it also guides on how to increase product demand, growth rate and gain huge profits through changing consumption technologies.
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This Advanced Process Control (APC) Market report briefly talks about the significance of every segment and growth aspects. It offers key statistics about major regions such as Europe, Asia Pacific, Middle East, Africa, North America and Latin America. This comprehensive Advanced Process Control (APC) Market report works as a potent tool to allow key players get the right direction and guidance for companies to survive in the competitive market. Some of the major sectors are discussed in this Advanced Process Control (APC) Market report such as manufacturing technology and industry applications. Competitors section, product type section and end-user section are the leading sections covered in this Advanced Process Control (APC) Market study report. Entire market is covered in this Market report along with leading sections. It also covers basic overview of the entire market to help new entrants in making business easy going and forward.
All the significant parameters are also captured in this Advanced Process Control (APC) Market research report. Key strategies are also captured here to help novel entrants to retain their position in the market. All the significant parameters are also discussed here along with market dynamics such as trends, challenges, opportunities and drivers. It also presents product specifications, company profile and 2022-2028 market shares for every company. Important information covered in this report enables key participants to know regarding the qualitative growth parameters of the global market. Quantifiable information covered in this Advanced Process Control (APC) Market report helps to analyze country level and regional level data integrating the supply and demand strengths which are augmenting the market growth. It then goes on to talk about COVID-19 epidemic and how it several affected a number of major business sectors around the globe.
full report of Advanced Process Control (APC) Market available @
· Market Coverage
· Market number available for – 2023-2029
· Base year- 2022
· Forecast period- 2023-2029
· Segment Covered- By Source, By Product Type, By Applications
· Competitive Landscape- Archer Daniels Midland Co., Ingredion Inc., Kerry Group Plc, Cargill
· Inc., and others
Global APC Market- Segmentation
By Type

By End-User Industry

Global APC Market– Segment by Region
North America



Rest of the World

The Report Covers

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