TensorFlow is an end-to-end open source platform for machine learning. TensorFlow is a rich system for managing all aspects of a machine learning system; however, this class focuses on using a particular TensorFlow API to develop and train machine learning models.
Module 1: Introduction to neural networks
Module 2: Setting up the working environment
Module 3: Minimal example – your first machine learning algorithm
Module 4: TensorFlow – An introduction
Module 5: Going deeper: Introduction to deep neural networks
Module 6: Backpropagation. A peek into the Mathematics of Optimization
Module 7: Overfitting
Module 8: Initialization
Module 9: Gradient descent and learning rates
Module 10: Preprocessing
Du lundi au vendredi, de 8:30 à 18:00.
Monday to Friday, from 8:30 am to 06:00 pm.
