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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....

Advanced Number Theory
Advanced Number Theory
Eminent mathematician/teacher approaches algebraic number theory from historical standpoint. Demonstrates how concepts, definitions, theories have evolved during last 2 centuries. Abounds with numerical examples, over 200 problems, many concrete, specific theorems. Includes numerous graphs and tables.

The prerequisites for this book
...
Art of Computer Programming/Sorting and Searching (Computer Science and Information Processing)
Art of Computer Programming/Sorting and Searching (Computer Science and Information Processing)

For the first time in more than 20 years, Knuth has revised all three books to reflect more recent developments in the field. His revisions focus specifically on those areas where knowledge has converged since publication of the last editions, on problems that have been solved, on problems that have changed. In
...
Reactive Design Patterns
Reactive Design Patterns

Summary

Reactive Design Patterns is a clearly written guide for building message-driven distributed systems that are resilient, responsive, and elastic. In this book you'll find patterns for messaging, flow control, resource management, and concurrency, along with practical issues like test-friendly...

Algebraic Geometry and Geometric Modeling (Mathematics and Visualization)
Algebraic Geometry and Geometric Modeling (Mathematics and Visualization)
Algebraic Geometry and Geometric Modeling are two distinct domains of research, with few interactions up to now, though closely linked. On the one hand, Algebraic Geometry has developed an impressive theory targeting the understanding of geometric objects defined algebraically. On the other hand, Geometric Modeling is using every day, in practical...
Developing Microservices with Node.js
Developing Microservices with Node.js

Key Features

  • Real world example explained chapter after chapter with code examples.
  • Useful concepts for other languages like Java or PHP
  • Easy to follow by people with little to none experience in Node.js
  • Node.js Version 0.12.2 and the latest compatible versions of Seneca and...
Advanced Microservices: A Hands-on Approach to Microservice Infrastructure and Tooling
Advanced Microservices: A Hands-on Approach to Microservice Infrastructure and Tooling

Use the many types of tools required to navigate and maintain a microservice ecosystem. This book examines what is normally a complex system of interconnected services and clarifies them one at a time, first examining theoretical requirements then looking at concrete tools, configuration, and workflows.

Building out these systems...

Designing Virtual Reality Systems: The Structured Approach
Designing Virtual Reality Systems: The Structured Approach
Developing and maintaining a VR system is a very difficult task, requiring in-depth knowledge in many disciplines. The difficulty lies in the complexity of having to simultaneously consider many system goals, some of which are conflicting.

This book is organized so that it follows a spiral development process for each stage, describing the...

Multi-Carrier and Spread Spectrum Systems: From OFDM and MC-CDMA to LTE and WiMAX
Multi-Carrier and Spread Spectrum Systems: From OFDM and MC-CDMA to LTE and WiMAX

The technological progress in multi-carrier (MC) modulation led orthogonal frequency division multiplexing (OFDM) to become an important part of beyond 3G cellular mobile communication standards, including LTE and WiMAX. In addition, the flexibility offered by the spread spectrum (SS) and time division multiplexing (TDM) techniques motivated...

Elementary Theory of Numbers (Dover books on advanced mathematics)
Elementary Theory of Numbers (Dover books on advanced mathematics)
In the past few years there has been a great resurgence of interest in mathematics on both the secondary and undergraduate levels, and a growing recognition that the courses traditionally offered do not exhaust the mathematics which it is both possible and desirable to teach at those levels. Of course, not aU of modern mathematics is accessible;...
Python for Secret Agents - Second Edition
Python for Secret Agents - Second Edition

Gather, analyze, and decode data to reveal hidden facts using Python, the perfect tool for all aspiring secret agents

About This Book

  • Discover the essential features of Python programming: statements, variables, expressions, and many of the built-in data types
  • Use Python's standard...
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition
This book presents this new discipline in a very accessible form: both as a text to train the next generation of practitioners and researchers, and to inform lifelong learners like myself. Witten and Frank have a passion for simple and elegant solutions. They approach each topic with this mindset, grounding all concepts in concrete examples,...
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