Deep Learning for Beginners
Deep Learning for Beginners
A beginner's guide to getting up and running with deep learning from scratch using Python
Montoya, Laura; Rivas, Dr. Pablo
Packt Publishing Limited
09/2020
432
Mole
Inglês
9781838640859
15 a 20 dias
Introduction to Machine Learning
Setup and Introduction to Deep Learning Frameworks
Preparing Data
Learning from Data
Training a Single Neuron
Training Multiple Layers of Neurons
Autoencoders
Deep Autoencoders
Variational Autoencoders
Restricted Boltzmann Machines
Deep and Wide Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Generative Adversarial Networks
Final Remarks on The Future of Deep Learning
Introduction to Machine Learning
Setup and Introduction to Deep Learning Frameworks
Preparing Data
Learning from Data
Training a Single Neuron
Training Multiple Layers of Neurons
Autoencoders
Deep Autoencoders
Variational Autoencoders
Restricted Boltzmann Machines
Deep and Wide Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Generative Adversarial Networks
Final Remarks on The Future of Deep Learning