Focus on Python, machine learning, data processing, neural networks and retrieval-augmented generation.
35h · 0 XP · Difficulty 4/10
Piscines are an important time in your cursus, during which you will have the occasion to learn a new language, or even a new paradigm!
70h · 4200 XP · Difficulty 5/10
This project will be your first steps into AI and Machine Learning. You're going to start with a simple, basic machine learning algorithm. You will have to create a program that predicts the price of a car by using a linear function train with a gradient descent algorithm.
98h · 6000 XP · Difficulty 6/10
Discover Data Science through this project by recreating the Hogwarts Sorting Hat using logistic regression!
98h · 9450 XP · Difficulty 7/10
This project is an introduction to artificial neural networks through the implementation of a multilayer perceptron.
150h · 7717 XP · Difficulty 7/10
Build a Retrieval-Augmented Generation system that answers questions about codebases by retrieving relevant information and generating evidence-based responses, implementing intelligent chunking, efficient retrieval (TF-IDF/BM25)
This path is a curated recommendation built from the structured project database. It is not an official 42 order.