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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
...
Mastering Malware Analysis: The complete malware analyst's guide to combating malicious software, APT, cybercrime, and IoT attacks
Mastering Malware Analysis: The complete malware analyst's guide to combating malicious software, APT, cybercrime, and IoT attacks

Master malware analysis to protect your systems from getting infected

Key Features

  • Set up and model solutions, investigate malware, and prevent it from recurring
  • Learn core concepts relating to dynamic malware analysis, memory forensics, decryption, and much more
  • ...
Learning TypeScript
Learning TypeScript

Exploit the features of TypeScript to develop and maintain captivating web applications with ease

About This Book

  • Learn how to develop modular, scalable, maintainable, and adaptable web applications by taking advantage of TypeScript
  • Create object-oriented JavaScript that adheres to the...
Hands-On GPU Programming with Python and CUDA: Explore high-performance parallel computing with CUDA
Hands-On GPU Programming with Python and CUDA: Explore high-performance parallel computing with CUDA

Build GPU-accelerated high performing applications with Python 2.7, CUDA 9, and open source libraries such as PyCUDA and scikit-cuda. We recommend the use of Python 2.7 as this version has stable support across all libraries used in this book.

Key Features

  • Get to grips with GPU programming...
Head First C
Head First C
Ever wished there was an easier way to learn C from a book? Head First C is a complete learning experience that will show you how to create programs in the C language. This book helps you learn the C language with a unique method that goes beyond syntax and how-to manuals and helps you understand how to be a great programmer....
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition

Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries

Key Features

  • Build a strong foundation in neural networks and deep learning with Python libraries
  • Explore advanced deep learning techniques and their applications...
Advanced Infrastructure Penetration Testing: Defend your systems from methodized and proficient attackers
Advanced Infrastructure Penetration Testing: Defend your systems from methodized and proficient attackers

A highly detailed guide to performing powerful attack vectors in many hands-on scenarios and defending significant security flaws in your company's infrastructure

Key Features

  • Advanced exploitation techniques to breach modern operating systems and complex network devices
  • ...
R Deep Learning Essentials
R Deep Learning Essentials

Key Features

  • Harness the ability to build algorithms for unsupervised data using deep learning concepts with R
  • Master the common problems faced such as overfitting of data, anomalous datasets, image recognition, and performance tuning while building the models
  • Build models relating to neural...
Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server
Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server
Learn Docker "infrastructure as code" technology to define a system for performing standard but non-trivial data tasks on medium- to large-scale data sets, using Jupyter as the master controller.

It is not uncommon for a real-world data set to fail to be easily managed. The set may not fit well into access memory or
...
Hands-On Neural Networks with Keras: Design and create neural networks using deep learning and artificial intelligence principles
Hands-On Neural Networks with Keras: Design and create neural networks using deep learning and artificial intelligence principles

Your one-stop guide to learning and implementing artificial neural networks with Keras effectively

Key Features

  • Design and create neural network architectures on different domains using Keras
  • Integrate neural network models in your applications using this highly practical...
Computer Vision Systems: 8th International Conference, ICVS 2011, Sophia Antipolis, France, September 20-22, 2011, Proceedings
Computer Vision Systems: 8th International Conference, ICVS 2011, Sophia Antipolis, France, September 20-22, 2011, Proceedings
Computer Vision is the science and technology of machines that see. The dominant scientific conferences in computer vision, such as ICCV, CVPR and ECCV, concentrate on theories and models for obtaining information from images and image sequences. The intensely competitive nature of these conferences leaves little room to...
Inventors at Work: The Minds and Motivation Behind Modern Inventions
Inventors at Work: The Minds and Motivation Behind Modern Inventions

Inventors at Work: The Minds and Motivation Behind Modern Inventions is a collection of interviews with inventors of famous products, innovations, and technologies that have made life easier or even changed the way we live. All of these scientists, engineers, wild-eyed geniuses, and amateur technologists have dedicated their...

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