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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...

Computer Algebra 2006: Latest Advances in Symbolic Algorithms - Proceedings of the Waterloo Workshop
Computer Algebra 2006: Latest Advances in Symbolic Algorithms - Proceedings of the Waterloo Workshop

Written by world-renowned experts, the book is a collection of tutorial presentations and research papers catering to the latest advances in symbolic summation, factorization, symbolic-numeric linear algebra and linear functional equations. The papers were presented at a workshop celebrating the 60th birthday of Sergei Abramov (Russia), whose...

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...

MATLAB Matrix Algebra (Matlab Solutions)
MATLAB Matrix Algebra (Matlab Solutions)

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...

Mastering the SAS DS2 Procedure: Advanced Data-Wrangling Techniques, Second Edi
Mastering the SAS DS2 Procedure: Advanced Data-Wrangling Techniques, Second Edi

Enhance your SAS® data-wrangling skills with high-precision and parallel data manipulation using the DS2 programming language.

Now in its second edition, this book addresses the DS2 programming language from SAS, which combines the precise procedural power and control of the Base SAS® DATA step...

Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence)
Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence)
Traditional data mining methods are designed to deal with “static” databases, i.e. databases where the ordering of records (or other database objects) has nothing to do with the patterns of interest. Though the assumption of order irrelevance may be sufficiently accurate in some applications, there are certainly many other cases, where...
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...

Microsoft ®  Office 2007 Business Intelligence
Microsoft ® Office 2007 Business Intelligence
Microsoft Office has been the standard against which all other integrated office products have been measured since 1995. Throughout the years, we’ve watched Office, as everyone now knows it, go from being a somewhat simplistic word processor and spreadsheet to include capabilities such as desktop publishing, sophisticated e-mail and schedule...
MATLAB Mathematical Analysis
MATLAB Mathematical Analysis

MATLAB Mathematical Analysis is a reference book that presents the techniques of mathematical analysis through examples and exercises resolved with MATLAB software. The purpose is to give you examples of the mathematical analysis functions offered by MATLAB so that you can use them in your daily work regardless of the application....

MATLAB Numerical Calculations
MATLAB Numerical Calculations

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...
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