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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...
C++/CLI: The Visual C++ Language for .NET
C++/CLI: The Visual C++ Language for .NET
C++/CLI: The Visual C++ Language for .NET introduces Microsoft's new extensions to the C++ syntax that allow you to target the common language runtimethe key to the heart of the .NET 3.0 platform. In 12 no-fluff chapters, Microsoft insider Gordon Hogenson takes you into the core of the C++/CLI language and explains both how the language...
Reinventing ITIL® in the Age of DevOps: Innovative Techniques to Make Processes Agile and Relevant
Reinventing ITIL® in the Age of DevOps: Innovative Techniques to Make Processes Agile and Relevant
Delve into the principles of ITIL® and DevOps and examine the similarities and differences. This book re-engineers the ITIL framework to work in DevOps projects without changing its meaning and its original objectives, making it fit for purpose for use in DevOps...
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by...
Programming Microsoft SQL Server 2000 with Microsoft Visual Basic .NET
Programming Microsoft SQL Server 2000 with Microsoft Visual Basic .NET
Learn how to turn data into solutions with SQL Server 2000, Visual Basic .NET, and XML. Get a fundamental grasp of SQL Server 2000 data access, data manipulation, and data definition T-SQL programming techniques, Visual Basic .NET language enhancements, Microsoft Visual Studio .NET integrated development environment advances, and the...
Modelling and Reasoning with Vague Concepts
Modelling and Reasoning with Vague Concepts
Vagueness is central to the flexibility and robustness of natural language descriptions. Vague concepts are robust to the imprecision of our perceptions, while still allowing us to convey useful, and sometimes vital, information. The study of vagueness in Artificial Intelligence (AI) is therefore motivated by the desire to incorporate this...
A Computational Model of Natural Language Communication: Interpretation, Inference, and Production in Database Semantics
A Computational Model of Natural Language Communication: Interpretation, Inference, and Production in Database Semantics
Everyday life would be easier if we could simply talk with machines instead of having to program them. Before such talking robots can be built, however, there must be a theory of how communicating with natural language works. This requires not only a grammatical analysis of the language signs, but also a model of the cognitive agent, with...
Programming C#
Programming C#
C# is designed from the ground up for development on Microsoft's new .NET framework. As such, it's a high-performance language that's simple, safe, object-oriented, and Internet-centric. Programming C# teaches this new language in a way that experienced programmers will appreciate--by grounding its applications firmly in the context of...
Expert .NET Micro Framework
Expert .NET Micro Framework
The Microsoft .NET Micro Framework is a small and efficient .NET runtime environment used to run managed code on devices that are too small and resource constrained for Windows CE and the Compact Framework.

Expert .NET Micro Framework will teach you everything you need to know in order to use the .NET Micro Framework to create effective...

Learning Flex 3: Getting up to Speed with Rich Internet Applications (Adobe Developer Library)
Learning Flex 3: Getting up to Speed with Rich Internet Applications (Adobe Developer Library)
How soon can you learn Adobe Flex 3? With this book's unique hands-on approach, you will be able to tinker with examples right away, and create your own Rich Internet Applications with Flex within the first few chapters. As you progress, you learn how to build a layout, add interactivity, work with data, and deploy your applications to either the...
Policy-Based Network Management: Solutions for the Next Generation (The Morgan Kaufmann Series in Networking)
Policy-Based Network Management: Solutions for the Next Generation (The Morgan Kaufmann Series in Networking)
Policy-Based Network Management (PBNM) systems enable business rules and procedures to be translated into policies that configure and control the network and its services. Those who manage network systems are aware that this approach can benefit both network management as well as the development of applications that use network services; however,...
Professional JavaScript for Web Developers (Wrox Programmer to Programmer)
Professional JavaScript for Web Developers (Wrox Programmer to Programmer)
This eagerly anticipated update to the breakout book on JavaScript offers you an in-depth look at the numerous advances to the techniques and technology of the JavaScript language. You'll see why JavaScript's popularity continues to grow while you delve through topics such as debugging tools in Microsoft Visual Studio, FireBug, and Drosera;...
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