Statistics for Data Science - All in one place
Statistics for Data Science - All in one place
The purpose of this is to provide an list of statistics materials needed to start your data science journey. Statistics can be a powerful tool when performing the art of Data Science. It provides deeper insights about data. Below I have compiled some list of books/materials on statitics for data science
- Practical Statistics for Data Science
- All about Statistics and Probability
- How to Lie with Statistics
- Statistics for EDA in Python
- Probability Cheatsheet
- Cartoon Guide to Statistics
- My Statistics Guide 1
- What to learn? Where to Look?
- Advanced Statistics
- Learn R for Applied Statistics_ With Data Visualizations, Regressions, and Statistics
- Business Statistics
- Statistics for people who hate statistics
- Statistical Analysis with Excel For Dummies 3rd Edition
- Introduction to Python for Econometrics, Statistics and Data Analysis
- Statistical and Machine-Learning - Techniques for Better Predictions
- Learner's Guide to Big Numbers Statistics and Good Decisions
- Think Bayes
- Think Stats
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