Bootcamp proposed by 42AI association, now available as a after common-core project at Paris 42 school.
Please, find more informations and credits at 42AI corresponding page
A one week bootcamp to learn python basis, followed by a one week bootcamp on machine learning. Vector and matrix concepts are covered.
Stronger learning point:
- Implementing a Kmeans algorithm (D03/ex04)
Let's get started with the Python language! 🐍
Basic setup, variables, types, functions, ...
Get acquainted with object-oriented programming and much more.
Objects, cast, inheritance, built-in functions, generator, construtors, iterator, ...
Continue practicing with more advanced Python programming exercises.
Decorators, multiprocessing, lambda, build package, ...
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...
Time to use a Python library that will allow you to manipulate dataframes.
Pandas! And Bamboos! 🐼
- Numpy
- Pandas
- matplotlib