Deep Learning with Python: A Comprehensive guide to Building and Training Deep Neural Networks using Python and popular Deep Learning Frameworks

Written by Brian Murray

Narrated by Ray Collins

Deep Learning with Python is a comprehensive guide to building and training deep neural networks using Python and popular deep learning frameworks. Whether you are a beginner or an experienced data scientist, this book provides a detailed understanding of the theory and practical implementation of deep learning.

Starting with an introduction to deep learning, the book covers essential topics such as neural network architecture, training and optimization, regularization, and transfer learning. It also covers popular deep learning frameworks such as TensorFlow, Keras, and PyTorch.

The book includes practical examples and step-by-step instructions to help you build and train deep neural networks for a variety of applications, including image and speech recognition, natural language processing, and time series analysis. You will also learn how to use advanced techniques such as convolutional neural networks, recurrent neural networks, and generative adversarial networks.

With its comprehensive coverage of deep learning and practical examples, this book is an essential resource for anyone interested in building and training deep neural networks using Python and popular deep learning frameworks.

 

• Language: English
• Publisher: Brian Murray
• Release date: Nov 25, 2024
• ISBN: 9798347853519

Brian Murray

Brian Murray is the best-selling author of Crushing It in Apartments and Commercial Real Estate and a real estate investor with more than thirteen years of experience. Without raising any outside capital, Brian bootstrapped his way from newbie investor to founder and CEO of Washington Street Properties, a commercial real estate investment and property management company that has been ranked on the Inc. 5000 list of the nation’s fastest-growing private companies for five years. In 2015, Brian was recognized with a Gold Stevie Award for Executive of the Year in the real estate industry. He is also the key principal and asset manager for Open Door Capital, a real estate investment firm that helps clients achieve superior returns through the acquisition of value-add manufactured housing communities. He currently lives in Alpharetta, a city just north of Atlanta, Georgia.