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Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras

Key Features

  • Implement machine learning algorithms to build, train, and validate algorithmic models
  • Create your own algorithmic design process to apply...
Intermediate Perl
Intermediate Perl
Perl’s object-oriented mechanism is classic prestidigitation. It takes a collection of Perl’s existing non-OO features such as packages, references, hashes, arrays, subroutines, and modules, and then–with nothing up its sleeve–manages to conjure up fully functional objects, classes, and...
The Mac OS X Lion Project Book
The Mac OS X Lion Project Book

Managing files and finding stuff after you’ve organized it are things you’ll know about after reading this chapter. The chapter also covers loading up on applications, both from the App Store and directly from developers’ Web sites. (If you’re not sure now what the differences are, don’t...

Analog Circuit Design for Process Variation-Resilient Systems-on-a-Chip
Analog Circuit Design for Process Variation-Resilient Systems-on-a-Chip

This book describes several techniques to address variation-related design challenges for analog blocks in mixed-signal systems-on-chip. The methods presented are results from recent research works involving receiver front-end circuits, baseband filter linearization, and data conversion. These circuit-level techniques are described, with...

Photoshop CS6: The Missing Manual
Photoshop CS6: The Missing Manual

Photoshop CS6 is truly amazing, but it can also be overwhelming if you’re just getting started. This book makes learning Photoshop a breeze by explaining things in a friendly, conversational style—without technical jargon. After a thorough introduction to the program, you’ll delve deep into Photoshop’s secrets...

Pro Android Apps Performance Optimization (Professional Apress)
Pro Android Apps Performance Optimization (Professional Apress)
Android quickly became almost ubiquitous. With the world transitioning from feature phones to smartphones, and then discovering that tablets are, after all, devices we can hardly live without, application developers today have a choice between mostly two platforms: Android and iOS. Android lowered, some may even say broke, the...
Sams Teach Yourself PHP, MySQL and Apache All in One (5th Edition)
Sams Teach Yourself PHP, MySQL and Apache All in One (5th Edition)

In just a short time, you can learn how to use PHP, MySQL, and Apache together to create dynamic, interactive websites and applications using the three leading open-source web development technologies. Using a...

Piwik Web Analytics Essentials
Piwik Web Analytics Essentials

Without web analytics, you are blind on the internet. In order to improve conversions and revenue on your web- site, you need to know what is going on. Piwik gives you this data and unlike Google Analytics, gives you total control over its usage. Unlike Google analytics where the data can be read by Google, Piwik maintains complete...

Graphics Shaders: Theory and Practice, Second Edition
Graphics Shaders: Theory and Practice, Second Edition

Graphics Shaders: Theory and Practice is intended for a second course in computer graphics at the undergraduate or graduate level, introducing shader programming in general, but focusing on the GLSL shading language. While teaching how to write programmable shaders, the authors also teach and reinforce the fundamentals of...

Oracle ADF Real World Developer's Guide
Oracle ADF Real World Developer's Guide
Oracle ADF is a powerful Java application framework for building next generation enterprise applications. Oracle ADF in combination with JDeveloper IDE offers visual and declarative approaches to enterprise application development. This book will teach you to build scalable, rich enterprise applications by using the ADF Framework, with...
JBoss AS 7 Configuration, Deployment and Administration
JBoss AS 7 Configuration, Deployment and Administration
As the Java EE standard has evolved and matured, the API has become increasingly rich and complex. The next generation of application servers needs to be modular and configurable to run only specific services or containers. JBoss AS 7 promises to meet those requirements but the configuration of a complex application server is composed of a mix...
Expert Performance Indexing for SQL Server 2012 (Expert Apress)
Expert Performance Indexing for SQL Server 2012 (Expert Apress)
Indexes are important. Not only that, they are vastly important. No single structure aids in retrieving data from a database more than an index. Indexes represent both how data is stored and the access paths by which data can be retrieved from your database. Without indexes, a database is an unordered mess minus the roadmap to find...
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