Artificial intelligence was created in the 1950s. After many winters, this science is currently experiencing a new boom. Machine Learning and in particular Deep Learning are at the origin of many advances in various fields (computer vision, natural language processing, etc.) applicable to all sectors of activity.
The increase in the volume of data and the computational power of the machines at our disposal now allow us to apply and improve the theories set out a few decades ago.
Demo: Machine Learning from A to Z
Demo: Neural Network Playground
Hands on: My first neural network
Hands on: Number recognition (MNIST)
Demo: Number Recognition with CNN (MNIST)
Hands on: Image recognition'
Hands on: Prévision de séries temporelles
Hands on: Text Generation
Demo: Playground GAN
Demo: Generation of realistic photos
Demo: Applying a style to a picture