KDnuggets™ News 20:n17, Apr 29: The Super Duper NLP Repo; Free Machine Learning & Data Science Books & Courses for Quarantine
Also: Should Data Scientists Model COVID19 and other Biological Events; Learning during a crisis (Data Science 90-day learning challenge); Data Transformation: Standardization vs Normalization; DBSCAN Clustering Algorithm in Machine Learning; Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World
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Features
News
Tutorials, Overviews
Opinions
Top Stories, Tweets
Jobs
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In this issue: Check out a repository of more than 100 freely-accessible NLP notebooks; This collection of Free High-Quality Machine Learning & Data Science Books & Courses is for you; Should Data Scientists Model COVID19 and other Biological Events?; Take on a 90-day learning challenge for data science and check out this list of books and courses to follow; Learn the difference between the key feature scaling methods of standardization and normalization. We hope everyone is staying safe!
Features
The Super Duper NLP Repo: 100 Ready-to-Run Colab Notebooks
- Free High-Quality Machine Learning & Data Science Books & Courses: Quarantine Edition
- Should Data Scientists Model COVID19 and other Biological Events
- Learning during a crisis (Data Science 90-day learning challenge)
- Data Transformation: Standardization vs Normalization
The Super Duper NLP Repo: 100 Ready-to-Run Colab Notebooks
Should Data Scientists Model COVID19 and other Biological EventsNews
- Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing
- Math and Architectures of Deep Learning
Tutorials, Overviews
- How Data Scientists Can Train and Updates Models to Prepare for COVID-19 Recovery
- How AI Can Help Manage Infectious Diseases
- 10 Best Machine Learning Textbooks that All Data Scientists Should Read
- LSTM for time series prediction
- A Concise Course in Statistical Inference: The Free eBook
- Google Open Sources SimCLR, A Framework for Self-Supervised and Semi-Supervised Image Training
- DBSCAN Clustering Algorithm in Machine Learning
- Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World
- Data context and how to get started with understanding COVID-19 data
- Fighting Coronavirus With AI: Improving Testing with Deep Learning and Computer Vision
Opinions
Top Stories, Tweets
- Top Stories, Apr 20-26: The Super Duper NLP Repo; Free High-Quality Machine Learning & Data Science Books & Courses
- Top KDnuggets tweets, Apr 15-21: 21 Techniques to Write Better #Python Code with #PyCharm examples
Jobs
- See our recent jobs in AI, Analytics, Data Science, Machine Learning
- You can post a free short entry on KDnuggets jobs page for an industry or academic job related to AI, Big Data, Data Science, or Machine Learning, email - see details at kdnuggets.com/jobs
Image of the week
From Data Transformation: Standardization vs Normalization
