bangdasun / statistical-machine-learning
STAT GR5241 Statistical Machine Learning taught by Professor Linxi Liu. Here I also include some other sources of machine learning materials/practice, as well as implementation of popular machine learning algorithms by myself without using ml packages. FOR COLUMBIA STATS STUDENTS WHO TAKE THIS COURSE: DO NOT COPY SINCE HOMEWORK PROBLEMS MIGHT BE…
☆7Updated 6 years ago
Alternatives and similar repositories for statistical-machine-learning:
Users that are interested in statistical-machine-learning are comparing it to the libraries listed below
- A collection of useful files for the Advanced Machine Learning (GR5242) Fall 2018 course.☆32Updated 6 years ago
- Studying notes of ISLR, ESL, and other Machine Learning books. Check a more user friendly version on my personal website https://nancyyan…☆14Updated 4 years ago
- This repository contains R code for exercices and plots in the famous book.☆46Updated last year
- Course materials for Stat 154, spring 2018, at UC Berkeley☆27Updated 6 years ago
- My notes from class☆64Updated 6 years ago
- DS-GA 1003[Spring 2019]☆11Updated 4 years ago
- Methods for designing systems that learn from data and improve with experience. Supervised learning and predictive modeling: decision tre…☆9Updated 5 years ago
- Coursera斯坦福大学《Social and Economic Networks: Models and Analysis》课程笔记☆32Updated 6 years ago
- Documenting my progress as I work through The Elements of Statistical Learning book by T. Hastie, R. Tibshirani, and J. Friedman☆56Updated 4 years ago
- Materials from my Princeton University course WWS586A: Machine Learning for Policy Analysis☆21Updated 3 years ago
- ☆18Updated 5 years ago
- ☆26Updated 3 months ago
- Data Mining project 2020/2021 @ University of Pisa☆12Updated 4 years ago
- repository for 2018 Fall Stats 131 class at UCLA☆14Updated 6 years ago
- DSCI 511: Programming for Data Science☆13Updated 3 years ago
- Reference materials of "Probability & Statistics" IPE 205 course☆22Updated 6 years ago
- Introduction to Python Programming for Data Science☆41Updated last year
- Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning…☆181Updated 11 months ago
- Python code for Computer Age Statistical Inference☆52Updated 5 years ago
- Stanford CS246 Mining Massive Data Sets course HW☆15Updated 7 years ago
- 2018 Spring Stats 131☆10Updated 6 years ago
- Computational Statistics and Statistical Computing☆36Updated 3 years ago
- ☆27Updated last year
- Repository for the Statistical Modeling & Causal Inference 2020-I Tutorial☆28Updated 4 years ago
- Course page for KU course on text data and deep learning https://kurser.ku.dk/course/a%c3%98kk08401u/2019-2020☆9Updated 4 years ago
- Data Science Study Notes + Projects☆21Updated 2 years ago
- Social Data Science 2019 - a summer school course☆46Updated 5 years ago
- List of Books, Courses for Data Science☆30Updated 3 years ago
- DS-GA 1003: Machine Learning Course Webpage☆15Updated 2 years ago
- "Tools for Data Science Course" Student Interactive Git Repository☆64Updated last year