Description:

Master effective navigation of neural networks, including convolutions and transformers, to tackle computer vision and NLP tasks using Python

Key Features

Understand the theory, mathematical foundations and structure of deep neural networks

Become familiar with transformers, large language models, and convolutional networks

Learn how to apply them to various computer vision and natural language processing problems

Purchase of the print or Kindle book includes a free PDF eBook

Book DescriptionThe field of deep learning has developed rapidly recently and today covers a broad range of applications. This makes it challenging to navigate and hard to understand without solid foundations. This book will guide you from the basics of neural networks to the state-of-the-art large language models in use today.The first part of the book introduces the main machine learning concepts and paradigms. It covers the mathematical foundations, the structure,...