Search results for covid

Found 161 documents, 5932 searched:

• The Uncommon Data Science Job Guide

  With the job landscape in Data Science becoming hyper-competitive, there are clear strategies you can consider to find your way to snagging a position in the field.

  https://www.kdnuggets.com/2020/08/data-science-job-guide.html

• What I learned from looking at 200 machine learning tools

  While hundreds of machine learning tools are available today, the ML software landscape may still be underdeveloped with more room to mature. This review considers the state of ML tools, existing challenges, and which frameworks are addressing the future of machine learning software.

  https://www.kdnuggets.com/2020/07/200-machine-learning-tools.html

• Free From Stanford: Ethical and Social Issues in Natural Language Processing

  Perhaps it's time to take a look at this relatively new offering from Stanford, Ethical and Social Issues in Natural Language Processing (CS384), an advanced seminar course covering ethical and social issues in NLP.

  https://www.kdnuggets.com/2020/07/ethical-social-issues-natural-language-processing.html

• 7 Signs you are data literate

  Understanding data is key to being a Data Scientist. But, how can you know if you might be a good fit for the field when you haven't worked with much data? These telltale signs will suggest you are competent to work with data, and that you might have a talent for being data literate.

  https://www.kdnuggets.com/2020/07/7-signs-data-literate.html

• Understanding Time Series with R

  Analyzing time series is such a useful resource for essentially any business, data scientists entering the field should bring with them a solid foundation in the technique. Here, we decompose the logical components of a time series using R to better understand how each plays a role in this type of analysis.

  https://www.kdnuggets.com/2020/07/understanding-time-series-r.html

• A Complete Guide To Survival Analysis In Python, part 1">A Complete Guide To Survival Analysis In Python, part 1

  This three-part series covers a review with step-by-step explanations and code for how to perform statistical survival analysis used to investigate the time some event takes to occur, such as patient survival during the COVID-19 pandemic, the time to failure of engineering products, or even the time to closing a sale after an initial customer contact.

  https://www.kdnuggets.com/2020/07/complete-guide-survival-analysis-python-part1.html

• Stop training more models, start deploying them

  We are hardly living up to the promises of AI in healthcare. It’s not because of our training, it’s because of our deployment.

  https://www.kdnuggets.com/2020/06/stop-training-models-start-deploying.html

• Free Economics & Finance Courses for Data Scientists

  Here is a selection of courses for those interested in diversifying their domain knowledge into the related realms of economics and finance, with the goal of being able to apply your data science skills to these domains.

  https://www.kdnuggets.com/2020/06/free-economics-finance-courses-data-scientists.html

• What is emotion AI and why should you care?

  What is emotion AI, why is it relevant, and what do you need to know about it?

  https://www.kdnuggets.com/2020/06/emotion-ai.html

• Count, the data notebook everyone can use

  Dashboards have been the primary weapon of choice for distributing data over the last few decades, but they have brought with them a new set of problems. To increasingly democratise access to data we need to think again.

  https://www.kdnuggets.com/2020/06/count-dashboards-are-dead.html

• Why Do AI Systems Need Human Intervention to Work Well?

  All is not well with artificial intelligence-based systems during the coronavirus pandemic. No, the virus does not impact AI – however, it does impact humans, without whom AI and ML systems cannot function properly. Surprised?

  https://www.kdnuggets.com/2020/06/ai-systems-need-human-intervention.html

• Upcoming Webinars and Online Events in AI, Data Science, Machine Learning: June

  Here are some interesting upcoming webinar, online events and virtual conferences in in AI, Data Science, and Machine Learning.

  https://www.kdnuggets.com/2020/06/upcoming-webinars-online-events-june.html

• Four Ways to Apply NLP in Financial Services

  Natural language processing (NLP) is increasingly used to review unstructured content or spot trends in markets. How is Refinitiv Labs applying NLP in financial services to meet challenges around investment decision-making and risk management?

  https://www.kdnuggets.com/2020/06/four-ways-apply-nlp-financial-services.html

• Deep Learning for Coders with fastai and PyTorch: The Free eBook">Deep Learning for Coders with fastai and PyTorch: The Free eBook

  If you are interested in a top-down, example-driven book on deep learning, check out the draft of the upcoming Deep Learning for Coders with fastai & PyTorch from fast.ai team.

  https://www.kdnuggets.com/2020/06/fastai-book-free-ebook.html

• How to Think Like a Data Scientist">How to Think Like a Data Scientist

  So what does it take to become a data scientist? For some pointers on the skills for success, I interviewed Ben Chu, who is a Senior Data Scientist at Refinitiv Labs.

  https://www.kdnuggets.com/2020/05/think-like-data-scientist-data-analyst.html

• AI Channels to Follow

  AI is certainly playing an important role in our global fight against the novel coronavirus. These YouTube channels are recommended to keep you covered with the latest advancements in the field and how it is impacting our world.

  https://www.kdnuggets.com/2020/05/ai-channels-follow.html

• AI and Machine Learning for Healthcare">AI and Machine Learning for Healthcare

  Traditional business and technology sectors are not the only fields being impacted by AI. Healthcare is a field that is thought to be highly suitable for the applications of AI tools and techniques.

  https://www.kdnuggets.com/2020/05/ai-machine-learning-healthcare.html

• Machine Learning in Power BI using PyCaret

  Check out this step-by-step tutorial for implementing machine learning in Power BI within minutes.

  https://www.kdnuggets.com/2020/05/machine-learning-power-bi-pycaret.html

• Hyperparameter Optimization for Machine Learning Models

  Check out this comprehensive guide to model optimization techniques.

  https://www.kdnuggets.com/2020/05/hyperparameter-optimization-machine-learning-models.html

• Best Coronavirus Projections, Predictions, Dashboards and Data Resources

  Check out this curated collection of coronavirus-related projections, dashboards, visualizations, and data that we have encountered on the internet.

  https://www.kdnuggets.com/2020/05/best-coronavirus-projections-predictions-dashboards-data-resources.html

• Outbreak Analytics: Data Science Strategies for a Novel Problem

  You walk down one aisle of the grocery store to get your favorite cereal. On the dairy aisle, someone sick from COVID-19 coughs. Did your decision to grab your cereal before your milk possibly keep you healthy? How can these unpredictable, near-random choices be included in complex models?

  https://www.kdnuggets.com/2020/04/outbreak-analytics-data-science-novel-problem.html

• Exploring the Impact of Geographic Information Systems

  GIS has mostly been behind more popular buzzwords like machine learning and deep learning. GIS has always been around us in the background being used in government, business, medicine, real estate, transport, manufacturing etc.

  https://www.kdnuggets.com/2020/04/impact-geographic-information-systems.html

• How AI Can Help Manage Infectious Diseases

  With the capability to analyze huge amounts of data, including medical information, human behavior patterns, and environmental conditions, big data tools can be invaluable in dealing with deadly outbreaks.

  https://www.kdnuggets.com/2020/04/ai-manage-infectious-diseases.html

• Fighting Coronavirus With AI: Improving Testing with Deep Learning and Computer Vision

  This post will cover how testing is done for the coronavirus, why it's important in battling the pandemic, and how deep learning tools for medical imaging can help us improve the quality of COVID-19 testing.

  https://www.kdnuggets.com/2020/04/fighting-coronavirus-ai-improving-testing-deep-learning-computer-vision.html

• Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition">Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition

  If you find yourself quarantined and looking for free learning materials in the way of books and courses to sharpen your data science and machine learning skills, this collection of articles I have previously written curating such things is for you.

  https://www.kdnuggets.com/2020/04/machine-learning-data-science-books-courses-quarantine.html

• 4 Realistic Career Options for Data Scientists

  It’s almost 10 years since "Data Science" became mainstream. We ask less about how to get into Data Science, but wonder "what’s next?" This article includes insights on four non-trivial, but practical, options and their pitfalls.

  https://www.kdnuggets.com/2020/04/4-career-options-data-scientists.html

• Dive Into Deep Learning: The Free eBook

  This freely available text on deep learning is fully interactive and incredibly thorough. Check out "Dive Into Deep Learning" now and increase your neural networks theoretical understanding and practical implementation skills.

  https://www.kdnuggets.com/2020/04/dive-deep-learning-book.html

• 10 Must-read Machine Learning Articles (March 2020)">10 Must-read Machine Learning Articles (March 2020)

  This list will feature some of the recent work and discoveries happening in machine learning, as well as guides and resources for both beginner and intermediate data scientists.

  https://www.kdnuggets.com/2020/04/10-must-read-machine-learning-articles-march-2020.html

• Best Free Epidemiology Courses for Data Scientists">Best Free Epidemiology Courses for Data Scientists

  Are you interested in knowing more about epidemiology, the field which studies the spread and distribution of diseases? This article collects some free courses which are intended to help you do just that.

  https://www.kdnuggets.com/2020/04/epidemiology-data-scientists.html

• Top KDnuggets tweets, Mar 04-10: 10 Free Must-Read Books for Machine Learning and Data Science

  Also: The three phases of #COVID19 – and how we can make it manageable; 50 Must-Read Free Books For Every Data Scientist in 2020; Binary classification is a core machine learning technique, but is there a better way to evaluate its performance than ROC-AUC?

  https://www.kdnuggets.com/2020/03/top-tweets-mar04-10.html

• Podcasts on AI, Analytics, Big Data, Data Science, Machine Learning

  Becoming a Data Scientist Podcast, started Dec 2015. Behind Data Science Podcast, by Big Cloud. Started April 2020. Brave New World Podcast, a look into Read more »

  https://www.kdnuggets.com/websites/podcasts.html