tdpetrou / Machine-Learning-Books-With-Python
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
☆932Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Machine-Learning-Books-With-Python
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,251Updated 2 years ago
- An Introduction to Statistical Learning with Applications in PYTHON☆529Updated 2 years ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆307Updated 3 months ago
- Porting the R code in ISL to python. Labs and exercises☆190Updated 2 years ago
- General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python☆882Updated 2 years ago
- 50 scikit-learn tips☆1,720Updated 2 years ago
- Materials for following along with Hands-On Data Analysis with Pandas.☆411Updated 11 months ago
- Introduction to Statistics using Python☆897Updated 4 years ago
- This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.☆752Updated 3 years ago
- ☆108Updated 3 years ago
- A collection of notebook to learn the Applied Predictive Modeling using Python.☆270Updated 7 years ago
- Data Visualization with Python☆428Updated 4 years ago
- Predict which loans will be foreclosed on.☆216Updated last year
- Source code for my collection of articles on using pandas.☆1,539Updated last year
- A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn☆681Updated 4 years ago
- Public material for CS109☆1,478Updated last year
- Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"☆745Updated last year
- ☆294Updated 2 years ago
- Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to adva…☆400Updated 2 years ago
- Data Science Best Practices with pandas☆528Updated 4 years ago
- Hands-on Exploratory Data Analysis with Python, published by Packt☆721Updated last year
- Pandas Cookbook Second Edition, published by Packt☆288Updated last year
- Errata and code for Effective Pandas book☆354Updated last year
- Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.☆1,100Updated 2 years ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆854Updated 3 years ago
- Carefully curated resource links for data science in one place☆2,933Updated 2 months ago
- A Python primer for Georgia Tech's CSE 6040/x: Computing for Data Analysis☆24Updated 2 years ago
- An introduction to data science in Python, for people with no programming experience.☆372Updated last week
- Python Feature Engineering Cookbook, published by Packt☆460Updated last year
- Open Source Data Science Resources.☆4,100Updated 8 months ago