machine_learning_course

Material for the lab-session of the "Intro to ML" course at UCL.

stat453-deep-learning-ss20

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)

stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

stat451-machine-learning-fs20

STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)

ml_lecture

intro to ML

machine-learning-notes

Collection of useful machine learning codes and snippets (originally intended for my personal use)

2023Z-MachineLearning

Introduction to Machine Learning course for Mathematics and data analysis studies in Winter 2023/...

data-science-tutorial

Code material for a data science tutorial

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

ecml-teaching-ml-2021

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

msu-datascience-ml-tutorial-2018

Machine learning with Python tutorial at MSU Data Science 2018

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at Universit...

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

stats305b

STATS 305B: Applied Statistics II. Models and Algorithms for Discrete Data.