AllenDowney / ElementsOfDataScience
An introduction to data science in Python, for people with no programming experience.
☆417Updated 3 months ago
Alternatives and similar repositories for ElementsOfDataScience:
Users that are interested in ElementsOfDataScience are comparing it to the libraries listed below
- An introduction to Bayesian statistics using Python and (coming soon) R.☆130Updated last year
- Errata and code for Effective Pandas book☆361Updated 2 years ago
- A workshop on data visualization in Python with notebooks and exercises for following along. Slides contain all solutions.☆258Updated last week
- Python library that represents empirical distribution functions.☆165Updated 2 months ago
- Resources for Machine Learning Pocket Reference☆255Updated 3 years ago
- Text and code for the second edition of Think Bayes, by Allen Downey.☆1,887Updated 2 months ago
- Data Structures and Information Retrieval in Python☆133Updated 7 months ago
- Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.☆175Updated 7 months ago
- Notebooks for the third edition of Think Stats☆130Updated this week
- Supplementary material for my book, Probably Overthinking It.☆152Updated 4 months ago
- Present your data as an effective and compelling story☆105Updated 5 years ago
- COMS W4995 Applied Machine Learning - Spring 20☆245Updated 3 years ago
- A Quick, Interactive Approach to Learning Analytics with SQL☆70Updated 4 years ago
- Explorations of survival analysis in Python☆50Updated 2 years ago
- Pandas tutorial for SciPy 2019☆101Updated last year
- Development repo for Think Python 3rd edition☆77Updated last month
- Repository for the manuscript of Elements of Data Science☆29Updated 7 months ago
- Repository for a workshop on Bayesian Decision Analysis☆68Updated 2 years ago
- Figures and code examples from Bayesian Analysis with Python (third edition)☆182Updated 2 months ago
- The textbook Computational and Inferential Thinking: The Foundations of Data Science☆826Updated 6 months ago
- A New, Interactive Approach to Learning Data Visualization☆85Updated 2 years ago
- Book and code for Think Complexity, 2nd edition☆753Updated 6 months ago
- Code for the book Analytical Skills for AI and Data Science☆48Updated 4 years ago
- ☆173Updated 3 months ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆62Updated 4 years ago
- General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python☆913Updated 2 years ago
- ☆306Updated 2 years ago
- Introduction to Machine learning with Python, 4h interactive workshop☆310Updated 4 years ago
- This repository contains the text for the Tiny Python 3.10 Notebook.☆67Updated 2 years ago
- Repository for an online class on Exploratory Data Analysis in Python☆66Updated 5 years ago