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Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or...

The Concept of Number: From Quaternions to Monads and Topological Fields (Mathematics and Its Applications)
The Concept of Number: From Quaternions to Monads and Topological Fields (Mathematics and Its Applications)
This book consists of lectures that I have given, in Darmstadt since 1974, under various titles, for beginners or students of the third semester.

I have tried to concentrate on those themes concerning numbers, which seem to me to be the most important on essential and historical grounds, and which in my opinion...
Dried Fruits: Phytochemicals and Health Effects (Hui: Food Science and Technology)
Dried Fruits: Phytochemicals and Health Effects (Hui: Food Science and Technology)

Dried fruits serve as important healthful snack items around the world. They provide a concentrated form of fresh fruits, prepared by different drying techniques. With their unique combination of taste/aroma, essential nutrients, fibre, and phytochemicals or bioactive compounds, dried fruits are convenient for healthy eating and can bridge...

Approximation Methods for Polynomial Optimization: Models, Algorithms, and Applications (SpringerBriefs in Optimization)
Approximation Methods for Polynomial Optimization: Models, Algorithms, and Applications (SpringerBriefs in Optimization)
Polynomial optimization, as its name suggests, is used to optimize a generic multivariate polynomial function, subject to some suitable polynomial equality and/or inequality constraints. Such problem formulation dates back to the nineteenth century when the relationship between nonnegative polynomials and sum of squares (SOS) was...
The BMW 5 Series and X5: A History of Production Cars and Tuner Specials, 1972-2008
The BMW 5 Series and X5: A History of Production Cars and Tuner Specials, 1972-2008

In the late 1960s racer and businessman Gordon Spice familiarized himself with the Nürburgring using a rented BMW 2002. He went through a couple of sets of tires and three sets of brake pads during the exercise and covered the cost of such consumables by charging folks to ride with him! The rental company was somewhat puzzled by the fact...

XQuery: Search Across a Variety of XML Data
XQuery: Search Across a Variety of XML Data

The W3C XQuery 3.1 standard provides a tool to search, extract, and manipulate content, whether it's in XML, JSON or plain text. With this fully updated, in-depth tutorial, you’ll learn to program with this highly practical query language.

Designed for query writers who have some knowledge of XML basics, but...

Making Things Happen: Mastering Project Management (Theory in Practice)
Making Things Happen: Mastering Project Management (Theory in Practice)

In the updated edition of this critically acclaimed and bestselling book, Microsoft project veteran Scott Berkun offers a collection of essays on field-tested philosophies and strategies for defining, leading, and managing projects. Each essay distills complex concepts and challenges into practical nuggets of useful advice, and the new...

Microsoft Dynamics NAV Financial Management
Microsoft Dynamics NAV Financial Management

Delve deep into the world of financial management with Microsoft Dynamics NAV

Overview

  • Explore the features inside the sales and purchases areas as well as functionalities including payments, budgets, cash flow, fixed assets, and business intelligence
  • Discover how the different aspects of...
Guide to Elliptic Curve Cryptography (Springer Professional Computing)
Guide to Elliptic Curve Cryptography (Springer Professional Computing)
The study of elliptic curves by algebraists, algebraic geometers and number theorists
dates back to the middle of the nineteenth century. There now exists an extensive literature
that describes the beautiful and elegant properties of these marvelous objects. In
1984, Hendrik Lenstra described an ingenious algorithm for factoring...
Manage Software Testing
Manage Software Testing
…a comprehensive, practical cookbook of software testing with a slight mix of quality spices. …the book is a step-by-step guide of how to perform testing. It is practically focused and, in many of the chapters, the reader can follow the tasks (as if they were recipes) when performing testing activities.
-Software Testing,...
Practical MDX Queries: For Microsoft SQL Server Analysis Services 2008
Practical MDX Queries: For Microsoft SQL Server Analysis Services 2008

300+ ready-to-use, powerful MDX queries

This hands-on guide shows you how to use Multi-Dimensional Expressions (MDX) to extract business intelligence from multi-dimensional cubes. Practical MDX Queries contains more than 300 downloadable MDX queries that can be applied across a wide variety of business intelligence-related...

Oscillation Theory of Partial Differential Equations
Oscillation Theory of Partial Differential Equations

This unique book is designed to provide the reader with an exposition of interesting aspects -- encompassing both rudimentary and advanced knowledge -- of oscillation theory of partial differential equations, which dates back to the publication in 1955 of a paper by Ph Hartman and A Wintner. The objective of oscillation theory is to acquire...

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