Bootcamp Python
One week to learn Python for Machine Learning 🚀
Table of Contents
This project is a Python programming and Machine Learning bootcamp created by 42 AI.
42 Artificial Intelligence is a student association of the Paris campus of the school 42.
It aims to foster the learning and the sharing of knowledge concerning artificial intelligence, by organizing various activities such as lectures and workshops.
Curriculum
Day00 - Basic stuff - Eleven Commandments
Let's get started with the Python language! 🐍
Basic setup, variables, types, functions, ...
Day01 - Basics 2
Get acquainted with object-oriented programming and much more.
Objects, cast, inheritance, built-in functions, generator, construtors, iterator, ...
Day02 - Basics 3
Continue practicing with more advanced Python programming exercises.
Decorators, multiprocessing, lambda, build package, ...
Day03 - NumPy
Learn how to use the NumPy library, manipulate multidimensional arrays and perform complex mathematical operations on matrices!
NumPy array, slicing, stacking, dimensions, broadcasting, normalization, etc...
Day04 - Pandas
Time to use a Python library that will allow you to manipulate dataframes.
Pandas! And Bamboos! 🐼
Acknowledgements
Contributors
- Maxime Choulika (maxime@42ai.fr)
- Baptiste Lefeuvre (blefeuvr@student.42.fr)
- Amric Trudel (amric@42ai.fr)
- Mathilde Boivin (mboivin@student.42.fr)
- Tristan Duquesne (tduquesn@student.42.fr)
- Pierre Peigné (ppeigne@student.42.fr)
Beta-testers
- Barthélémy Leveque (bleveque@student.42.fr)
- Remy Oster (roster@student.42.fr)
- Quentin Bragard (qbragard@student.42.fr)
- Marie Dufourq (madufour@student.42.fr)
- Adrien Vardon (advardon@student.42.fr)