September 2018
Intermediate to advanced
328 pages
10h 46m
English
Overview
Harness the power of neural networks in your C# development with 'Hands-On Neural Network Programming with C#'. This book guides you from understanding the core theories of neural networks to implementing them effectively in enterprise-level applications using C# and associated libraries. Get hands-on with practical examples to build and optimize complex neural networks.
What this Book will help me do
- Understand neural network theory and implement perceptrons from scratch in C#.
- Utilize frameworks like TensorFlowSharp or CNTK for advanced neural network functionalities.
- Incorporate features like face detection, motion recognition, and language processing into your .NET applications.
- Optimize neural network performance using particle swarm optimization and other techniques.
- Apply convolutional neural networks and autoencoders for image recognition and feature extraction.
Author(s)
Matt Cole is an experienced software developer and technology author specializing in artificial intelligence and enterprise software solutions. With years of experience in developing machine learning capabilities in C#, he brings clarity and practicality to complex technical topics. Matt's writing emphasizes a hands-on, applied learning methodology, ensuring you can directly implement what you learn.
Who is it for?
'Hands-On Neural Network Programming with C#' is ideal for software developers and data scientists who are familiar with C# and machine learning foundations and seek to extend their expertise into advanced neural network programming. If you wish to build intelligent applications and harness the latest deep learning techniques in C#, this book is a perfect fit.
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