Hands-On Deep Learning with Go begins by introducing you to a variety of tools and libraries available in Go. It then takes you through building neural networks, including activation functions and the learning algorithms that make neural networks tick. (Limited-time offer)
Table of Contents
- Section 1: Deep Learning in Go, Neural Networks, and How to Train Them
- Introduction to Deep Learning in Go
- What Is a Neural Network and How Do I Train One?
- Beyond Basic Neural Networks – Autoencoders and RBMs
- CUDA – GPU-Accelerated Training
- Section 2: Implementing Deep Neural Network Architectures
- Next Word Prediction with Recurrent Neural Networks
- Object Recognition with Convolutional Neural Networks
- Maze Solving with Deep Q-Networks
- Generative Models with Variational Autoencoders
- Section 3: Pipeline, Deployment, and Beyond!
- Building a Deep Learning Pipeline
- Scaling Deployment
Download Free PDF / Read Online
Author(s): Gareth Seneque, Darrell Chua
Publisher: Packt Publishing
Published: August 2019
Format(s): Online
File size: –
Number of pages: 242
Download / View Link(s): This offer has ended.
Free as of 03/25/2023.
Publisher: Packt Publishing
Published: August 2019
Format(s): Online
File size: –
Number of pages: 242
Download / View Link(s): This offer has ended.
Free as of 03/25/2023.