Free download Python Deep Learning Projects (PDF + Mobi) by Matthew Lamons, Rahul Kumar, Abhishek Nagaraja (Authors). Deep learning has been gradually revolutionizing every field of artificial intelligence, making application development easier. English | 466 Pages | True PDF | ISBN: 1788997093
Description
Python Deep Learning Projects imparts all the knowledge needed to implement complex deep learning projects in computational linguistics and computer vision. Each of these projects is unique, helping you progressively master the subject. You’ll learn how to implement a text classifier system using a recurrent neural network (RNN) model and optimize it to understand the shortcomings you might experience while implementing a simple deep learning system.
Similarly, you’ll discover how to develop various projects, including word vector representation, open domain question answering, and building chatbots using seq-to-seq models and language modeling. In addition to this, you’ll cover advanced concepts, such as regularization, gradient clipping, gradient normalization, and bidirectional RNNs, through a series of engaging projects.
Technical Details and System Requirements
- Supported OS: Windows 10, Windows 8.1, Windows 7
- RAM (Memory): 2 GB RAM (4 GB recommended)
- Free Hard Disk Space: 200 MB or more