asadoughi / stat-learningLinks
Notes and exercise attempts for "An Introduction to Statistical Learning"
☆2,143Updated 2 years ago
Alternatives and similar repositories for stat-learning
Users that are interested in stat-learning are comparing it to the libraries listed below
Sorting:
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,367Updated 2 years ago
- Student Solutions to An Introduction to Statistical Learning with Applications in R☆207Updated 4 years ago
- Public material for CS109☆1,480Updated 2 years ago
- This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.☆756Updated 4 years ago
- Machine learning course materials.☆575Updated last year
- Official content for Harvard CS109☆1,779Updated 2 years ago
- Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"☆1,189Updated 2 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆547Updated 2 years ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆880Updated 3 years ago
- Compiled Notes for all 9 courses in the Coursera Data Science Specialization☆772Updated 3 years ago
- Materials for my scikit-learn tutorial☆1,803Updated 2 years ago
- General Assembly's Data Science course in Washington, DC☆800Updated 4 years ago
- Open Content for self-directed learning in data science☆2,977Updated 4 months ago
- Statistical Data Analysis in Python☆1,693Updated 10 years ago
- 📚 An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high…☆431Updated 9 months ago
- Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).☆378Updated 10 years ago
- Introduction to Statistics using Python☆909Updated 4 years ago
- ☆110Updated 4 years ago
- Porting the R code in ISL to python. Labs and exercises☆201Updated 3 years ago
- Work on Introduction to Statistical Learning☆121Updated 10 years ago
- a curated list of R tutorials for Data Science, NLP and Machine Learning☆2,062Updated 2 years ago
- Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning…☆185Updated last year
- The probability and statistics cookbook☆2,284Updated 2 years ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆901Updated 4 years ago
- Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1☆1,205Updated 8 years ago
- ☆576Updated 7 years ago
- A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks☆4,196Updated last year
- Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1☆1,887Updated 3 years ago
- Coursera Machine Learning - Python code☆865Updated 5 years ago
- Official content for the Fall 2014 Harvard CS109 Data Science course☆318Updated 8 years ago