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42 AI Logo

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! 🐼

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