Introduction to Machine Learning: Labs

You need to use a Jupyter notebook for these lab exercises.

Lab 1: k-nearest neighbors and related methods

• Short introduction to numpy

• Lab exercise

• Data for the regression model

Lab 2: unsupervised lexicon induction

• instructions

• notebook

• Corpus

Lab 3: linear models for classification

• notebook

Lab 4: linear models for regression

• notebook

Lab 5: clustering

• notebook

• données