joelgrus / data-science-from-scratch
code for Data Science From Scratch book
☆8,598Updated 10 months ago
Related projects: ⓘ
- Data engineering project that seeks to develop a music application (music player) enhanced with the benefits of various recommendation mo…☆13Updated 3 months ago
- common data analysis and machine learning tasks using python☆5,225Updated 5 months ago
- Practice your pandas skills!☆10,681Updated last month
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆27,132Updated 5 months ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,067Updated last year
- A curated list of data science blogs☆6,298Updated 3 months ago
- Open Source Data Science Resources.☆4,087Updated 6 months ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆42,754Updated 2 months ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,222Updated 5 months ago
- An awesome Data Science repository to learn and apply for real world problems.☆24,653Updated 3 weeks ago
- Jupyter notebooks from the scikit-learn video series☆3,661Updated 6 months ago
- Free resources for learning data science☆2,900Updated 3 months ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,239Updated last year
- Recipes for using Python's pandas library☆6,620Updated 2 months ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,189Updated 5 months ago
- Open Content for self-directed learning in data science☆2,951Updated 8 months ago
- Jupyter metapackage for installation, docs and chat☆14,859Updated last week
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,705Updated 7 months ago
- 100 numpy exercises (with solutions)☆11,997Updated 2 months ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆26,674Updated 2 months ago
- A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.☆8,186Updated last month
- Toturials coming with the "data science roadmap" picture.☆6,931Updated 2 weeks ago
- Minimal and clean examples of machine learning algorithms implementations☆10,707Updated last year
- Code repository for O'Reilly book☆2,702Updated 7 months ago
- Text and supporting code for Think Stats, 2nd Edition☆4,021Updated 2 months ago
- Notebooks and code for the book "Introduction to Machine Learning with Python"☆7,368Updated 6 months ago
- 100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)☆2,494Updated 2 months ago
- The Data Engineering Cookbook☆13,564Updated last month
- Materials for my scikit-learn tutorial☆1,765Updated last year
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,109Updated 3 years ago