/bootcamp_python

Bootcamp Python for Machine Learning by 42 AI

Primary LanguagePythonMIT LicenseMIT

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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.

No prior Python programming or Machine Learning experience is required! Your mission, should you choose to accept it, is to come and learn some of the essential knowledge for Machine Learning, Data Science and statistics, in a single week. You will start with the basics of the Python language and then get acquainted with some libraries that are invaluable to any programmer interested in the field of AI or data science.

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! 🐼

Rush - Scraping

Scraper

curl - class Sessions, regex: re lib


Acknowledgements

Contributors

Beta-testers