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Practical Statistics for Data Scientists: 50 Essential Concepts
Practical Statistics for Data Scientists: 50 Essential Concepts

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their...

Math Puzzles and Games, Grades 6-8: Over 300 Reproducible Puzzles that Teach Math and Problem Solving
Math Puzzles and Games, Grades 6-8: Over 300 Reproducible Puzzles that Teach Math and Problem Solving
In the 1950s we punished misbehaving students in middle school or junior high school by making them stay after school to do 100 multiplication or long-division math problems. Mathematics was taught in a highly ordered and mechanically repetitive manner with the objective being to master basic arithmetic skills. A decade later New Math emerged as a...
Troubleshooting Java Performance: Detecting Anti-Patterns with Open Source Tools
Troubleshooting Java Performance: Detecting Anti-Patterns with Open Source Tools
With just 30 minutes of troubleshooting, how close can you get to finding the root cause of a Java performance problem? What observability tools would you use? What subsystems would you investigate?

This book is a short curriculum in Java performance tuning for Java server-side developers. It explores one methodical
...
Practical OpenCV
Practical OpenCV

Practical OpenCV is a hands-on project book that shows you how to get the best results from OpenCV, the open-source computer vision library.

Computer vision is key to technologies like object recognition, shape detection, and depth estimation. OpenCV is an open-source library with over 2500 algorithms that you
...

Apache Kafka
Apache Kafka

Set up Apache Kafka clusters and develop custom message producers and consumers using practical, hands-on examples

Overview

  • Write custom producers and consumers with message partition techniques
  • Integrate Kafka with Apache Hadoop and Storm for use cases such as processing streaming...
Linear Algebra: A Geometric Approach
Linear Algebra: A Geometric Approach
One of the most enticing aspects of mathematics, we have found, is the interplay of ideas from seemingly disparate disciplines of the subject. Linear algebra provides a beautiful illustration of this, in that it is by nature both algebraic and geometric. ...
Game Programming Gems 8
Game Programming Gems 8

Welcome to the eighth edition of the Game Programming Gems series, started by Mark DeLoura in 2000. The first edition was inspired by Andrew Glassner‘s popular Graphics Gems series. Since then, other Gems series have started, including AI Gems and a new series focused on the capabilities of programmable graphics, the ShaderX series....

Biostatistical Design and Analysis Using R
Biostatistical Design and Analysis Using R

R is a powerful and flexible statistical and graphical environment that is freely distributed under the GNU Public Licencea for all major computing platforms (Windows, MacOSX and Linux). This open source licence along with a relatively simple scripting syntax has promoted diverse and rapid evolution and contribution. As the broader scientific...

Topology for Computing (Cambridge Monographs on Applied and Computational Mathematics)
Topology for Computing (Cambridge Monographs on Applied and Computational Mathematics)
Written by a computer scientist for computer scientists, this book teaches topology from a computational point of view, and shows how to solve real problems that have topological aspects involving computers. Such problems arise in many areas, such as computer graphics, robotics, structural biology, and chemistry. The author starts from the basics...
Practical Methods of Financial Engineering and Risk Management: Tools for Modern Financial Professionals
Practical Methods of Financial Engineering and Risk Management: Tools for Modern Financial Professionals

Risk control, capital allocation, and realistic derivative pricing and hedging are critical concerns for major financial institutions and individual traders alike. Events from the collapse of Lehman Brothers to the Greek sovereign debt crisis demonstrate the urgent and abiding need for statistical tools...

Physical Database Design Using Oracle (Foundations of Database Design)
Physical Database Design Using Oracle (Foundations of Database Design)

The evolution of Oracle has led to a revolution in design practices. For Oracle 10g, database physical structures have become more complex than ever before and database designers face multiple ways to implement their logical models. IS students studying database design and administration need to be able to implement management systems in a...

Carcinogenic and Anticarcinogenic Food Components (Chemical & Functional Properties of Food Components)
Carcinogenic and Anticarcinogenic Food Components (Chemical & Functional Properties of Food Components)

Dietary cancer prophylaxis is based on the detailed knowledge of carcinogenic and anticarcinogenic properties of food constituents. Although much data has been collected on these elements, an understanding of the causal mechanisms that link diet and cancer is still evolving. Carcinogenic and Anticarcinogenic Food Components explains the broad...

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