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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....

Hands-On Bug Hunting for Penetration Testers: A practical guide to help ethical hackers discover web application security flaws
Hands-On Bug Hunting for Penetration Testers: A practical guide to help ethical hackers discover web application security flaws

Detailed walkthroughs of how to discover, test, and document common web application vulnerabilities.

Key Features

  • Learn how to test for common bugs
  • Discover tools and methods for hacking ethically
  • Practice working through pentesting engagements...
Practical Django 2 and Channels 2: Building Projects and Applications with Real-Time Capabilities
Practical Django 2 and Channels 2: Building Projects and Applications with Real-Time Capabilities

Learn how to rapidly build your own ecommerce site by applying Django’s battle-tested components. This book demonstrates Django’s features and conventions to help you develop modern web applications quickly. You'll adopt a "learn by doing" approach and gain a deeper understanding Django by working...

PySpark SQL Recipes: With HiveQL, Dataframe and Graphframes
PySpark SQL Recipes: With HiveQL, Dataframe and Graphframes
Carry out data analysis with PySpark SQL, graphframes, and graph data processing using a problem-solution approach. This book provides solutions to problems related to dataframes, data manipulation summarization, and exploratory analysis. You will improve your skills in graph data analysis using graphframes and see how to...
Foundations of PyGTK Development: GUI Creation with Python
Foundations of PyGTK Development: GUI Creation with Python
One of the most important aspects of an application is the interface that is provided to interact with the user. With the unprecedented popularity of computers in society today, people have come to expect those user interfaces to be graphical, and the question of which graphical toolkit to use quickly arises for any developer. For many, the...
Quick Start Guide to Penetration Testing: With NMAP, OpenVAS and Metasploit
Quick Start Guide to Penetration Testing: With NMAP, OpenVAS and Metasploit
Get started with NMAP, OpenVAS, and Metasploit in this short book and understand how NMAP, OpenVAS, and Metasploit can be integrated with each other for greater flexibility and efficiency. You will begin by working with NMAP and ZENMAP and learning the basic scanning and enumeration process. After getting to know the differences...
Propeller Programming: Using Assembler, Spin, and C
Propeller Programming: Using Assembler, Spin, and C
Learn to program the Propeller in Spin and C and how to map the Propeller Assembler (PASM) language from other high-level languages you might know.

The overall task you will pursue in the book is to implement a Delta Compression algorithm: first in Spin, then in PASM, then in C. Along the way, you'll review
...
Cybersecurity – Attack and Defense Strategies: Infrastructure security with Red Team and Blue Team tactics
Cybersecurity – Attack and Defense Strategies: Infrastructure security with Red Team and Blue Team tactics

Enhance your organization's secure posture by improving your attack and defense strategies

Key Features

  • Gain a clear understanding of the attack methods, and patterns to recognize abnormal behavior within your organization with Blue Team tactics.
  • Learn to unique...
Regex Quick Syntax Reference: Understanding and Using Regular Expressions
Regex Quick Syntax Reference: Understanding and Using Regular Expressions
This quick guide to regular expressions is a condensed code and syntax reference for an important programming technique. It demonstrates regex syntax in a well-organized format that can be used as a handy reference, showing you how to execute regexes in many languages, including JavaScript, Python, Java, and...
Deep Learning with Azure: Building and Deploying Artificial Intelligence Solutions on the Microsoft AI Platform
Deep Learning with Azure: Building and Deploying Artificial Intelligence Solutions on the Microsoft AI Platform
Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.

Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware...
Advanced Deep Learning with Keras: Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more
Advanced Deep Learning with Keras: Apply deep learning techniques, autoencoders, GANs, variational autoencoders, deep reinforcement learning, policy gradients, and more

A comprehensive guide to advanced deep learning techniques, including autoencoders, GANs, VAEs, and deep reinforcement learning that drive today's most impressive AI results

Key Features

  • Explore the most advanced deep learning techniques that drive modern AI results
  • ...
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

  • Explore statistics and complex mathematics for data-intensive applications
  • Discover new developments in EM algorithm, PCA, and bayesian...
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