KDnuggets™ News 21:n13, Apr 7: Top 10 Python Libraries Data Scientists should know in 2021; KDnuggets Top Blogs Reward Program; Making Machine Learning Models Understandable
Top 10 Python Libraries Data Scientists should know in 2021; KDnuggets Top Blogs Reward Program; Shapash: Making Machine Learning Models Understandable; Easy AutoML in Python; The 8 Most Common Data Scientists; A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 1
In this double issue of KDnuggets: Top 10 Python Libraries Data Scientists should know in 2021; KDnuggets Top Blogs Reward Program; Shapash: Making Machine Learning Models Understandable; Easy AutoML in Python; The 8 Most Common Data Scientists; A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 1; and much, much more.
Features
Top 10 Python Libraries Data Scientists should know in 2021, by Terence Shin
- Shapash: Making Machine Learning Models Understandable, by Yann Golhen
- KDnuggets Top Blogs Reward Program, by Gregory Piatetsky
- Easy AutoML in Python, by Dylan Sherry
- The 8 Most Common Data Scientists, by JABDE
- A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 1, by Emma Ding
- Great News for KDnuggets subscribers! You now have access to the WorldData.AI Partners Plan at no cost, by Gregory Piatetsky
Top 10 Python Libraries Data Scientists should know in 2021
Shapash: Making Machine Learning Models UnderstandableProducts, Services
- How Noisy Labels Impact Machine Learning Models, by iMerit
- Hiring or Looking to Get Hired in Data Science/Analytics? The INFORMS Virtual Career Fair is for You, by INFORMS
- Sudoku Rules: Using a Decision Engine to Solve Candidate Pairs, by FICO
- MS in Data Science at Ramapo, by Ramapo College
- Solve for Success: The Transformative Power of Data Visualization, by Copyright Clearance Center
Tutorials, Overviews
- Working With Time Series Using SQL, by Michael Grogan
- How to Dockerize Any Machine Learning Application, by Arunn Thevapalan
- Automated Text Classification with EvalML, by Angela Lin
- The Best Machine Learning Frameworks & Extensions for TensorFlow, by Derrick Mwiti
- How to deploy Machine Learning/Deep Learning models to the web, by Ahmad Anis
- Awesome Tricks And Best Practices From Kaggle, by Bex T.
- What’s ETL?, by Omer Mahmood
- 3 More Free Top Notch Natural Language Processing Courses, by Matthew Mayo
- Introduction to the White-Box AI: the Concept of Interpretability, by SciForce
- Software Engineering Best Practices for Data Scientists, by Madison Hunter
- Why So Many Data Scientists Quit Good Jobs at Great Companies, by Adam Sroka
- Explainable Visual Reasoning: How MIT Builds Neural Networks that can Explain Themselves, by Jesus Rodriguez
- How to break a model in 20 days — a tutorial on production model analytics, by Dral & Samuylova
- MongoDB in the Cloud: Three Solutions for 2021, by Krueger & Franklin
- Overview of MLOps, by Steve Shwartz
- Multilingual CLIP with Huggingface + PyTorch Lightning, by Sachin Abeywardana
- Extraction of Objects In Images and Videos Using 5 Lines of Code, by Ayoola Olafenwa
- Rejection Sampling with Python, by Michael Grogan
What’s ETL?Opinions
- One Million KDnuggets Visitors in March. Wow., by Gregory Piatetsky
- What did COVID do to all our models?, by Heather Fyson
- Data vault: new weaponry in your data science toolkit, by Bas Vlaming
- What Took Me So Long to Land a Data Scientist Job, by Soner Yildirim
- Deep Learning Is Becoming Overused, by Michael Grogan
- The question that makes your data project more valuable, by Brittany Davis
- Data Science Curriculum for Professionals, by Brock Taute
- 15 Habits I Learned from Highly Effective Data Scientists, by Madison Hunter
Top Stories
- Top Stories, Mar 29 – Apr 4: Top 10 Python Libraries Data Scientists should know in 2021; Shapash: Making Machine Learning Models Understandable
- Top Stories, Mar 22-28: How to Succeed in Becoming a Freelance Data Scientist
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 Overview of MLOps
