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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...

Practical PowerPivot & DAX Formulas for Excel 2010
Practical PowerPivot & DAX Formulas for Excel 2010

PowerPivot: What a name! Or I should really say what’s in a name? Powerful Pivoting? Pivot-table for power users?

PowerPivot is a lot more than that. When I started the PowerPivot project back in 2007, along with Amir Netz (Microsoft BI Distinguished Engineer), the incubation project was called BI Sandbox. We had been looking...

MATLAB Symbolic Algebra and Calculus Tools
MATLAB Symbolic Algebra and Calculus Tools

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or...

Knowledge-Based Neurocomputing
Knowledge-Based Neurocomputing
Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based...
Programming Microsoft Dynamics NAV 2009
Programming Microsoft Dynamics NAV 2009
Microsoft Dynamics NAV is a well established Enterprise Resource Planning (ERP) application, part of the Microsoft Dynamics family. Dynamics NAV is installed worldwide, with well over one million users. Version 2009 contains many major new features and structures, requiring even experienced Dynamics NAV developers to refresh their NAV development...
Semantic Web for the Working Ontologist, Second Edition: Effective Modeling in RDFS and OWL
Semantic Web for the Working Ontologist, Second Edition: Effective Modeling in RDFS and OWL

Since the first edition of Semantic Web for the Working Ontologist came out in June 2008, we have been encouraged by the reception the book has received. Practitioners from a wide variety of industries— health care, energy, environmental science, life sciences, national intelligence, and publishing, to name a few—have told...

C++ Standard Library Practical Tips (Programming Series)
C++ Standard Library Practical Tips (Programming Series)
Put the Power of the C++ Standard Library to Work!

C++ Standard Library Practical Tips teaches beginning and experienced programmers how to use the Standard Library and its major component the Standard Template Library (STL) effectively in routine programming chores. The book provides 100 quick, easy-to-use tips and solutions to common...

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...
The Mathematica GuideBook for Programming
The Mathematica GuideBook for Programming

This comprehensive, detailed reference provides readers with both a working knowledge of Mathematica in general and a detailed knowledge of the key aspects needed to create the fastest, shortest, and most elegant implementations possible. It gives users a deeper understanding of Mathematica by instructive implementations, explanations, and...

Machine Learning in Action
Machine Learning in Action

After college I went to work for Intel in California and mainland China. Originally my plan was to go back to grad school after two years, but time flies when you are having fun, and two years turned into six. I realized I had to go back at that point, and I didn’t want to do night school or online learning, I wanted to sit on...

System Modeling and Optimization : Proceedings of the 21st IFIP TC7 Conference
System Modeling and Optimization : Proceedings of the 21st IFIP TC7 Conference
This paper initiates a mathematical theory of aeroelasticity centered
on the canonical problem of the flutter boundary — an instability endemic
to aircraft that limits attainable speed in the subsonic regime.
We develop a continuum mathematical model that exhibits the known
flutter phenomena and yet is amenable to analysis
...
Solving Problems in Scientific Computing Using Maple and Matlab®
Solving Problems in Scientific Computing Using Maple and Matlab®
Modern computing tools like MAPLE (a symbolic computation package) and MATLAB (a numeric computation and visualization program) make it possible to use the techniques of scientific computing to solve realistic nontrivial problems in a classroom setting. These...
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