### Most Popular Last Week

**K-Means 8x faster, 27x lower error than Scikit-learn in 25 lines**, by Jakub Adamczyk
**Essential Math for Data Science: Information Theory**, by Hadrien Jean
**Cleaner Data Analysis with Pandas Using Pipes**, by Soner Yıldırım
**The Four Jobs of the Data Scientist**, by Roger Peng
**My Data Science Learning Journey So Far**, by Arnuld on Data

### Most Shared Last Week

**My Data Science Learning Journey So Far**, by Arnuld on Data
**Essential Math for Data Science: Information Theory**, by Hadrien Jean
**K-Means 8x faster, 27x lower error than Scikit-learn in 25 lines**, by Jakub Adamczyk
**Working With Sparse Features In Machine Learning Models**, by Arushi Prakash
**The Four Jobs of the Data Scientist**, by Roger Peng

### Most Popular Past 30 Days

**Best Python IDEs and Code Editors You Should Know**, by Claire D. Costa
**All Machine Learning Algorithms You Should Know in 2021**, by Terence Shin
**DeepMind’s MuZero is One of the Most Important Deep Learning Systems Ever Created**, by Jesus Rodriguez
**10 Underappreciated Python Packages for Machine Learning Practitioners**, by Vinay Uday Prabhu
**Monte Carlo integration in Python**, by Tirthajyoti Sarkar

### Most Shared Past 30 Days

**15 Free Data Science, Machine Learning & Statistics eBooks for 2021**, by Matthew Mayo
**All Machine Learning Algorithms You Should Know in 2021**, by Terence Shin
**Learn Data Science for free in 2021**, by Ahmad Anis
**Generating Beautiful Neural Network Visualizations**, by Matthew Mayo
**DeepMind’s MuZero is One of the Most Important Deep Learning Systems Ever Created**, by Jesus Rodriguez

### Most Popular Tweets Last Week

**The Best book to Start your #DataScience Journey**
**Build Your First #DataScience Application with these 7 #Python libraries**
**The 4 Best Jupyter Notebook Environments for #DeepLearning #KDN**
**PyTorch for #DeepLearning: The #Free eBook #KDN**
**The Step-by-Step Curriculum I’m Using to Teach Myself #DataScience in 2021**