Top November Stories: Top Python Libraries for Data Science, Data Visualization & Machine Learning; The Best Data Science Certification You’ve Never Heard Of

Here are the most popular KDnuggets posts in November

Most Viewed - Platinum Badge (>24,000 UPV)

1. Top Python Libraries for Data Science, Data Visualization & Machine Learning, by Matthew Mayo (*)
2. The Best Data Science Certification You've Never Heard Of, by Nicole Janeway Bills (*)
3. TabPy: Combining Python and Tableau, by Bima Putra Pratama (*)

Most Viewed - Gold Badge (>12,000 UPV)

4. How to Acquire the Most Wanted Data Science Skills, by Matthew Mayo
5. How to Get Into Data Science Without a Degree, by Terence Shin
6. Essential data science skills that no one talks about, by Michael Kolomenkin (*)
7. Learn to build an end to end data science project, by Mathang Peddi (*)
8. Top Python Libraries for Deep Learning, Natural Language Processing & Computer Vision, by Matthew Mayo
9. Learn Deep Learning with this Free Course from Yann Lecun, by Matthew Mayo (*)
10. Pandas on Steroids: Dask End to End Data Science with Python, by Ravi Shankar (*)

Most Viewed - Silver Badge (> 6,000 UPV)

11. Every Complex DataFrame Manipulation, Explained & Visualized Intuitively, by Andre Ye (*)
12. Is Data Science for Me? 14 Self-Examination Questions to Consider, by Benjamin Obi Tayo (*)
13. Facebook Open Sourced New Frameworks to Advance Deep Learning Research, by Jesus Rodriguez (*)
14. From Y=X to Building a Complete Artificial Neural Network, by Ahmed Gad
15. The Rise of the Machine Learning Engineer, by Edward Bullen
16. AI and Automation meets BI, by Assaf Araki and Ben Lorica (*)
17. Dos and Don'ts of Analyzing Time Series Data, by Ahmad Anis (*)
18. 15 Exciting AI Project Ideas for Beginners, by Great Learning (*)

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Most Shared - Platinum Badge (>1,000 shares)

1. Top Python Libraries for Data Science, Data Visualization & Machine Learning, by Matthew Mayo

Most Shared - Gold Badge (>500 shares)

2. Top 5 Free Machine Learning and Deep Learning eBooks Everyone should read, by Ahmad Anis (*)
3. Essential data science skills that no one talks about, by Michael Kolomenkin
4. How to Get Into Data Science Without a Degree, by Terence Shin
5. Pandas on Steroids: Dask End to End Data Science with Python, by Ravi Shankar

Most Shared - Silver Badge (>300 shares)

6. From Y=X to Building a Complete Artificial Neural Network, by Ahmed Gad
7. How to Acquire the Most Wanted Data Science Skills, by Matthew Mayo
8. Top Python Libraries for Deep Learning, Natural Language Processing & Computer Vision, by Matthew Mayo
9. Learn Deep Learning with this Free Course from Yann Lecun, by Matthew Mayo
10. Learn to build an end to end data science project, by Mathang Peddi

(*) indicates that badge added or upgraded based on these monthly results.

Most Shareable (Viral) Blogs

Among the top blogs, here are the blogs with the highest ratio of shares/unique views, which suggests that people who read it really liked it.

1. Top 5 Free Machine Learning and Deep Learning eBooks Everyone should read, by Ahmad Anis
2. How Machine Learning Works for Social Good, by Eric Siegel
3. 5 Most Useful Machine Learning Tools every lazy full-stack data scientist should use, by Ian Xiao
4. Data Science History and Overview, by Giuliano Liguori
5. Top Python Libraries for Data Science, Data Visualization & Machine Learning, by Matthew Mayo