joelgrus / data-science-from-scratch
code for Data Science From Scratch book
☆8,867Updated last year
Alternatives and similar repositories for data-science-from-scratch:
Users that are interested in data-science-from-scratch are comparing it to the libraries listed below
- common data analysis and machine learning tasks using python☆5,356Updated 10 months ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆43,884Updated 7 months ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆27,871Updated 11 months ago
- Open Content for self-directed learning in data science☆2,969Updated last year
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,202Updated last year
- Open Source Data Science Resources.☆4,135Updated 11 months ago
- Text and supporting code for Think Stats, 2nd Edition☆4,075Updated 3 weeks ago
- Materials for my scikit-learn tutorial☆1,780Updated last year
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,341Updated 2 months ago
- Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"☆1,150Updated 2 years ago
- A curated list of data science blogs☆6,338Updated 8 months ago
- Jupyter metapackage for installation, docs and chat☆15,008Updated this week
- Free resources for learning data science☆2,936Updated 8 months ago
- Carefully curated resource links for data science in one place☆3,007Updated 6 months ago
- Data Science at the Command Line☆3,834Updated 9 months ago
- An awesome Data Science repository to learn and apply for real world problems.☆25,759Updated last week
- Recipes for using Python's pandas library☆6,738Updated 3 months ago
- 📊 Path to a free self-taught education in Data Science!☆19,440Updated 2 months ago
- Notebooks and code for the book "Introduction to Machine Learning with Python"☆7,581Updated 11 months ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,281Updated 2 years ago
- A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.☆6,153Updated 4 years ago
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,774Updated last year
- Content for Udacity's Machine Learning curriculum☆3,951Updated 2 years ago
- Toturials coming with the "data science roadmap" picture.☆7,071Updated last week
- Anatomy of Matplotlib -- tutorial developed for the SciPy conference☆1,222Updated 3 years ago
- Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media☆22,714Updated last year
- An introduction to data science using Python and Pandas with Jupyter notebooks☆856Updated 4 years ago
- Statistical Data Analysis in Python☆1,600Updated 9 years ago
- Statistical data visualization in Python☆12,862Updated 3 weeks ago
- A collection of IPython notebooks covering various topics.☆2,611Updated 4 years ago