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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Mining of Massive Datasets
Mining of Massive Datasets
This book evolved from material developed over several years by Anand Rajaraman and Jeff Ullman for a one-quarter course at Stanford. The course CS345A, titled “Web Mining,” was designed as an advanced graduate course, although it has become accessible and interesting to advanced undergraduates.

The popularity of...

Design of Hashing Algorithms (Lecture Notes in Computer Science)
Design of Hashing Algorithms (Lecture Notes in Computer Science)

Historically, computer security is related to both cryptography and access control in operating systems. Cryptography, although mostly applied in the military and diplomacy, was used to protect communication channels and storage facilities (especially the backups). In the seventies there was a breakthrough in cryptography - the...

Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching (3rd Edition) (Pts. 1-4)
Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching (3rd Edition) (Pts. 1-4)

Robert Sedgewick has thoroughly rewritten and substantially expanded and updated his popular work to provide current and comprehensive coverage of important algorithms and data structures. Christopher Van Wyk and Sedgewick have developed new C++ implementations that both express the methods in a concise and direct manner, and...

Algorithms in C
Algorithms in C
Algorithms in C is a comprehensive repository of algorithms, complete with code. If you're in a pinch and need to code something up fast, this book is the place to look. Starting with basic data structures, Algorithms in C covers an enormous scope of information, with extensive treatment of searching and advanced data structures,...
Real-time Analytics with Storm and Cassandra
Real-time Analytics with Storm and Cassandra

This book will teach you how to use Storm for real-time data processing and to make your applications highly available with no downtime using Cassandra.

The book starts off with the basics of Storm and its components along with setting up the environment for...

Optimizing C ++
Optimizing C ++
Written in an exceptionally clear style that doesn't skimp on technical detail, Steve Heller's guide offers several high-performance search and data-compression algorithms, which are all you need to add speed to C++. Early sections of the book address the advantages of optimizing C++, which the author considers something of a lost art. Instead of...
Data Storage for Social Networks: A Socially Aware Approach (SpringerBriefs in Optimization)
Data Storage for Social Networks: A Socially Aware Approach (SpringerBriefs in Optimization)

Evidenced by the success of Facebook, Twitter, and LinkedIn, online social networks (OSNs) have become ubiquitous, offering novel ways for people to access information and communicate with each other. As the increasing popularity of social networking is undeniable, scalability is an important issue for any OSN that wants to serve a large...

Essential GWT: Building for the Web with Google Web Toolkit 2 (Developer's Library)
Essential GWT: Building for the Web with Google Web Toolkit 2 (Developer's Library)

With Google Web Toolkit, Java developers can build sophisticated Rich Internet Applications (RIAs) and complete Web sites using the powerful IDEs and tools they already use. Now, with GWT 2, Google Web Toolkit has become even more useful. Essential GWT shows how to use this latest version of GWT to create production solutions...

Java I/O
Java I/O
Because it doesn't provide a printf() function like C/C++, some developers think Java isn't up to snuff with files and streams. Author Rusty Harold Elliotte argues against this notion in Java I/O, a book that shows how Java's stream support can help simplify network programming, internationalization, and even compression and...
Studies in Complexity and Cryptography: Miscellanea on the Interplay between Randomness and Computation
Studies in Complexity and Cryptography: Miscellanea on the Interplay between Randomness and Computation

This volume contains a collection of studies in the areas of complexity theory and foundations of cryptography. These studies were conducted at different times during the last couple of decades. Although many of these studies have been referred to by other works, none of them was formally published before.

Indeed, this volume...

Data Structures and Their Algorithms
Data Structures and Their Algorithms

Like all engineering activities, computer programming is both craft and science. Building a bridge or a computer program requires familiarity with the known techniques for the overall design of similar artifacts. And making intelligent choices among the available techniques and designs requires understanding of the mathematical principles...

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