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Grokking Deep Learning
Grokking Deep Learning
Summary

Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.

Purchase of the print book
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Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data....

Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition
Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow.

Key Features

  • Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow
  • Explore deep neural...
Python Machine Learning Case Studies: Five Case Studies for the Data Scientist
Python Machine Learning Case Studies: Five Case Studies for the Data Scientist
Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on...
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or...

Deployment of Microsoft Azure Cloud Solutions: A complete guide to cloud development using Microsoft Azure
Deployment of Microsoft Azure Cloud Solutions: A complete guide to cloud development using Microsoft Azure

Master all the important and tough decision-making aspects involved in architecting an Azure public cloud for your organization.

Key Features

  • Deploy Azure Active Directory and implement synchronization
  • Manage storage solutions with Azure network services
  • ...
Windows Server 2019 Automation with PowerShell Cookbook: Powerful ways to automate and manage Windows administrative tasks, 3rd Edition
Windows Server 2019 Automation with PowerShell Cookbook: Powerful ways to automate and manage Windows administrative tasks, 3rd Edition

A practical guide to Windows Server 2019 and PowerShell

Key Features

  • Use PowerShell to effectively configure and administer Windows Server 2019
  • Improve the performance of new features such as DevOps and containers using PowerShell
  • Enhance PowerShell's...
TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition
TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition

Skip the theory and get the most out of Tensorflow to build production-ready machine learning models

Key Features

  • Exploit the features of Tensorflow to build and deploy machine learning models
  • Train neural networks to tackle real-world problems in Computer Vision and...
Natural Language Processing with TensorFlow: Teach language to machines using Python's deep learning library
Natural Language Processing with TensorFlow: Teach language to machines using Python's deep learning library

Write modern natural language processing applications using deep learning algorithms and TensorFlow

Key Features

  • Focuses on more efficient natural language processing using TensorFlow
  • Covers NLP as a field in its own right to improve understanding for choosing TensorFlow...
The A+ Certification & PC Repair Handbook (Networking Series)
The A+ Certification & PC Repair Handbook (Networking Series)

Many A+ certification guides prepare aspiring PC technicians to pass the exam, but don’t put test objectives in a “practical use” context. Other PC repair guides cover A+ exam objectives in a real-world setting, but don’t prepare students well enough to pass the test and get certified. The A+ Certification and PC...

DevOps in Python: Infrastructure as Python
DevOps in Python: Infrastructure as Python
Explore and apply best practices for efficient application deployment. This book draws upon author Moshe Zadka's years of Dev Ops experience and focuses on the parts of Python, and the Python ecosystem, that are relevant for DevOps engineers. 

You'll start by writing command-line scripts and
...
Playing Smart: On Games, Intelligence, and Artificial Intelligence (Playful Thinking)
Playing Smart: On Games, Intelligence, and Artificial Intelligence (Playful Thinking)
A new vision of the future of games and game design, enabled by AI.

Can games measure intelligence? How will artificial intelligence inform games of the future? In Playing Smart, Julian Togelius explores the connections between games and intelligence to offer a new vision of future games and game design. Video games...

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