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Interpreting and Visualizing Regression Models Using Stata
Interpreting and Visualizing Regression Models Using Stata

Interpreting and Visualizing Regression Models Using Stata, Second Edition provides clear and simple examples illustrating how to interpret and visualize a wide variety of regression models. Including over 200 figures, the book illustrates linear models with continuous predictors (modeled linearly, using polynomials,...

Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages
Visualizing Data in R 4: Graphics Using the base, graphics, stats, and ggplot2 Packages

Master the syntax for working with R’s plotting functions in graphics and stats in this easy reference to formatting plots. The approach in Visualizing Data in R 4 toward the application of formatting in ggplot() will follow the structure of the formatting used by the plotting functions in graphics and...

Wavelet Theory and Its Application to Pattern Recognition (Series in Machine Perception and Artificial Intelligence)
Wavelet Theory and Its Application to Pattern Recognition (Series in Machine Perception and Artificial Intelligence)

This 2nd edition is an update of the book "Wavelet Theory and Its Application to Pattern Recognition" published in 2000. Three new chapters, which are research results conducted during 2001-2008, will be added. The book consists of two parts - the first contains the basic theory of wavelet analysis and the second includes...

Probability: With Applications and R
Probability: With Applications and R

An introduction to probability at the undergraduate level

Chance and randomness are encountered on a daily basis. Authored by a highly qualified professor in the field, Probability: With Applications and R delves into the theories and applications essential to obtaining a thorough understanding of probability.

...
Software Architecture with C++: Design modern systems using effective architecture concepts, design patterns, and techniques with C++20
Software Architecture with C++: Design modern systems using effective architecture concepts, design patterns, and techniques with C++20

Apply business requirements to IT infrastructure and deliver a high-quality product by understanding architectures such as microservices, DevOps, and cloud-native using modern C++ standards and features

Key Features

  • Design scalable large-scale applications with the C++ programming...
Practical DataOps: Delivering Agile Data Science at Scale
Practical DataOps: Delivering Agile Data Science at Scale
Gain a practical introduction to DataOps, a new discipline for delivering data science at scale inspired by practices at companies such as Facebook, Uber, LinkedIn, Twitter, and eBay. Organizations need more than the latest AI algorithms, hottest tools, and best people to turn data into insight-driven action and useful...
Artificial Intelligence: A Modern Approach (3rd Edition)
Artificial Intelligence: A Modern Approach (3rd Edition)

Artificial Intelligence (AI) is a big field, and this is a big book. We have tried to explore the full breadth of the field, which encompasses logic, probability, and continuous mathematics; perception, reasoning, learning, and action; and everything from microelectronic devices to robotic planetary explorers. The book is...

Data Mining Patterns: New Methods and Applications
Data Mining Patterns: New Methods and Applications
Since its definition a decade ago, the problem of mining patterns is becoming a very active research area, and efficient techniques have been widely applied to problems either in industry, government or science. From the initial definition and motivated by real applications, the problem of mining patterns not only addresses the finding of itemsets...
Python Continuous Integration and Delivery: A Concise Guide with Examples
Python Continuous Integration and Delivery: A Concise Guide with Examples
Gain the techniques and tools that enable a smooth and efficient software development process in this quick and practical guide on Python continuous integration (CI) and continuous delivery (CD). Based on example applications, this book introduces various kinds of testing and shows you how to set up...
web2py
web2py

The official web2py manual. 3rd Edition. Includes many new pages (537 total).

web2py was launched in 2007 and now, after three years of continuous development, we have reached a very much needed third edition of this book. During this time web2py has managed to win the affection of many knowledgeable users and developers who share...

Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations
Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations
The last decade of the twentieth century has witnessed a surge of interest in numerical, computational intensive approaches to information processing. The lines that draw the boundaries between statistics, optimization, artificial intelligence and information processing are disappearing and it is not uncommon to find well founded and sophisticated...
Artificial Neural Networks with Java: Tools for Building Neural Network Applications
Artificial Neural Networks with Java: Tools for Building Neural Network Applications
Use Java to develop neural network applications in this practical book. After learning the rules involved in neural network processing, you will manually process the first neural network example. This covers the internals of front and back propagation, and facilitates the understanding of the main principles of neural...
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