YannSia / tutorials

Ens'IA slides and notebooks for lab works | 2022-2023

Ens'IA tutorials

Here, you can find the tutorials (notebooks) made by the Ens'IA team, along with some links below to open them in Google colab!

• Session 1 - Introduction to machine learning & perceptron - sigmoid neuron

  • Slides : slides

  • Fill-in-the-blank code: Notebook 1 or
    Notebook 2 or

  • Correction code: Notebook 1 or
    Notebook 2 or

• Session 2 - Introduction to machine learning & perceptron - Neural Network

  • Slides : slides

  • Fill-in-the-blank code: Notebook or

  • Correction code: Notebook or

• Session 3 - Some machine learning algorithms : KNN and K-Mean

  • Slides : slides

  • Fill-in-the-blank code: Notebook or

  • Correction code: Notebook or

• Session 4 - Creating neural networks using Tensorflow and Keras

  • Slides : slides

  • Python reminders: Notebook or

  • Fill-in-the-blank code: Notebook or

  • Correction code: Notebook or

• Session 5 - Convolutional Neural Networks

  • Slides : slides

  • Fill-in-the-blank code: Notebook or