Introduction to Machine Learning tutorial
16 April 2019: Exploratory Data Analysis (EDA)
13 June 2019: Classification
In order for the notebooks to work you will need to make sure to have installed:
matplotlib
numpy
pandas
seaborn
slides
Notebook 1 - Exploratory Data Analysis (EDA)
Notebook 2 - Classification
Notebook 3 - Regression
Notebook 4 - Regression II
Text book: Understanding Machine Learning - from theory to algorithms
7 Nov 2019: Random Forest presentation by Bogdan Vulpescu - slides
31 March 2020: Introduction to Neural Networks by Julien Donini - slides
31 March 2020: Pion rejection with the Transition Radiation Detector of ALICE by Bogdan Vulpescu - slides