Skip to content
Bootcamp to learn Python for Machine Learning
Python
Branch: master
Clone or download
Talasta Merge pull request #66 from 42-AI/dev
Updating master: v1.1
Latest commit 1e7b2d5 Jan 8, 2020
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.github/ISSUE_TEMPLATE Update issue templates Dec 23, 2019
assets Import again the logo for readme Jan 6, 2020
day00 fix : pdf images Jan 6, 2020
day01 fix : pdf images Jan 6, 2020
day02 fix : pdf images Jan 6, 2020
day03 fix : pdf images Jan 6, 2020
day04 fix : pdf images Jan 6, 2020
.gitignore Update gitignore Jan 2, 2020
CODE_OF_CONDUCT.md Create CODE_OF_CONDUCT.md Dec 23, 2019
LICENSE Create LICENSE Oct 30, 2019
README.md Import again the logo for readme Jan 6, 2020
day00.pdf fix : pdf images Jan 6, 2020
day01.pdf fix : pdf images Jan 6, 2020
day02.pdf fix : pdf images Jan 6, 2020
day03.pdf fix : pdf images Jan 6, 2020
day04.pdf fix : pdf images Jan 6, 2020

README.md

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.

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 organization of the Paris campus of the school 42. Our purpose is to foster discussion, learning, and interest in the field of artificial intelligence, by organizing various activities such as lectures and workshops.

Curriculum

Day00 - Basics 1 - 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

You can’t perform that action at this time.