This week on KDnuggets: The Best Data Science Certification You’ve Never Heard Of; Essential data science skills that no one talks about; Pandas on Steroids: End to End Data Science in Python with Dask; How to Build a Football Dataset with Web Scraping; 2 Coding-free Ways to Extract Content From Websites to Boost Web Traffic; and more!

• Features

• The Best Data Science Certification You’ve Never Heard Of

• Essential data science skills that no one talks about

• Pandas on Steroids: End to End Data Science in Python with Dask

• How to Build a Football Dataset with Web Scraping

• 2 Coding-free Ways to Extract Content From Websites to Boost Web Traffic

• News

• Multi-domain summarization by PlexPage

• 5 Reasons Why Containers Will Rule Data Science

• Tutorials, Overviews

• Every Complex DataFrame Manipulation, Explained & Visualized Intuitively

• Change the Background of Any Image with 5 Lines of Code

• Top 5 Free Machine Learning and Deep Learning eBooks Everyone should read

• How to deploy PyTorch Lightning models to production

• Interpretability, Explainability, and Machine Learning - What Data Scientists Need to Know

• Opinions

• Predicting Heart Disease Using Machine Learning? Don’t!

• Moving from Data Science to Machine Learning Engineering

• My Data Science Online Learning Journey on Coursera

• Doing the impossible? Machine learning with less than one example

• Six Ethical Quandaries of Predictive Policing

• Top Stories, Tweets

• Top October Stories: Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science; fastcore: An Underrated Python Library

• Top Stories, Nov 2-8: Top Python Libraries for Data Science, Data Visualization & Machine Learning; The Best Data Science Certification You’ve Never Heard Of

• Top KDnuggets tweets, Oct 28 - Nov 03: 11 Branches of #MachineLearning and 63 Important Machine Learning Algorithms; Top #Python Libraries for #DataScience, #DataVisualization, #MachineLearning

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