AI2E-workshops

AI2E-workshops This repository includes material relating to the online program AI Everytime Everywhere (AI2E) of School of AI Algiers. It consists of a bunch of tutorial notebooks for various machine learning and deep learning topics. In these tutorials, we will guide you through the different steps of creating a machine learning application, from collecting the data to choosing the model and finally deploying it. During this journey, you'll discover many ML concepts and practice your acquired knowledge through different challenges and exercises. Table of Content Week 1 : Discover the tools + Data Exploration (Part 1) Data Exploration General Machine learning Talk Linear/Logistic Regression (Part 1) Data Exploration Challenge Week 2 : Linear/Logistic Regression (Part 2) More Supervised Learning Models Clustering Week 3 : Neural Networks Convolution Neural Networks Style Transfer Dependencies Although we will dedicate one workshop session to discovering the tools, this section helps you install all the necessary requirements to execute all the notebooks. Install and Manage your Anaconda Environment Anaconda is an open source package management system.