joelgrus / data-science-from-scratch
code for Data Science From Scratch book
☆8,841Updated 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☆5,345Updated 10 months ago
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,762Updated last year
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆27,819Updated 10 months ago
- A collection of IPython notebooks covering various topics.☆2,612Updated 4 years ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆43,774Updated 7 months ago
- Open Content for self-directed learning in data science☆2,968Updated last year
- Open Source Data Science Resources.☆4,129Updated 11 months ago
- A curated list of data science blogs☆6,338Updated 8 months ago
- Free resources for learning data science☆2,932Updated 8 months ago
- Text and supporting code for Think Stats, 2nd Edition☆4,075Updated 2 weeks ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,186Updated last year
- The "Python Machine Learning (3rd edition)" book code repository☆4,710Updated last year
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,278Updated 2 years ago
- Carefully curated resource links for data science in one place☆2,998Updated 5 months ago
- Toturials coming with the "data science roadmap" picture.☆7,065Updated last week
- Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media☆22,645Updated last year
- An awesome Data Science repository to learn and apply for real world problems.☆25,680Updated 3 weeks ago
- Materials for my scikit-learn tutorial☆1,778Updated last year
- Public material for CS109☆1,478Updated 2 years ago
- Code repository for O'Reilly book☆2,882Updated last month
- Notebooks and code for the book "Introduction to Machine Learning with Python"☆7,563Updated 10 months ago
- A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.☆8,539Updated 3 weeks ago
- Jupyter notebooks from the scikit-learn video series☆3,690Updated 11 months ago
- Jupyter notebook and datasets from the pandas video series☆2,168Updated 11 months ago
- Practice and tutorial-style notebooks covering wide variety of machine learning techniques☆3,151Updated last year
- Recipes for using Python's pandas library☆6,732Updated 3 months ago
- 📊 Path to a free self-taught education in Data Science!☆19,394Updated 2 months ago
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,286Updated 2 years ago
- Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"☆1,147Updated 2 years ago
- Data science interview questions and answers☆9,157Updated 5 months ago