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Data Science Revealed: With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning

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This book introduces you to the world of data science. It reveals the proper way to do data science. It covers essential statistical and programming techniques to help you understand data science from a broad perspective. Not only that, but it provides a theoretical, technical, and mathematical foundation for problem-solving using data science techniques.

This chapter covers the parametric method , also called the linear method . Understanding how to test a regressor under the violation of regression assumptions will enable you to tackle problems in subsequent chapters with ease. While reading, it is important to remember that the example data has one dependent variable. This chapter does not cover multicollinearity with a variance inflation factor (VIF).

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Handbook of Sensor Networks: Algorithms and Architectures (Wiley Series on Parallel and Distributed Computing)
Handbook of Sensor Networks: Algorithms and Architectures (Wiley Series on Parallel and Distributed Computing)
The State Of The Art Of Sensor Networks

Written by an international team of recognized experts in sensor networks from prestigious organizations such as Motorola, Fujitsu, the Massachusetts Institute of Technology, Cornell University, and the University of Illinois, Handbook of Sensor Networks: Algorithms and Architectures...

Programming ADO (Dv-Mps Programming)
Programming ADO (Dv-Mps Programming)

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Rizzoni provides a solid overview of the electrical engineering discipline that is especially geared toward the many non-electrical engineering students who take this course. The hallmark feature of the text is its liberal use of practical applications to illustrate important principles. The applications come from every field of engineering and...

A Secure Portal Using Websphere Portal V5 and Tivoli Access Manager V4.1
A Secure Portal Using Websphere Portal V5 and Tivoli Access Manager V4.1
This Redbook focuses on the security aspect of Portal’s single access point to help IT architects, IT specialists, security architects and security administrators understand and implement portal security using a secure portal solution.

Portals provide a personalized single point of access to applications, content, people and processes...

Adobe ColdFusion 9 Web Application Construction Kit, Volume 3: Application Development
Adobe ColdFusion 9 Web Application Construction Kit, Volume 3: Application Development

This book is written for anyone who wants to create cutting-edge Web-based applications.

If you are a Webmaster or Web page designer and want to create dynamic, data-driven Web pages, this book is for you. If you are an experienced database administrator who wants to take advantage of the Web to publish or collect data, this...

The Parenting Skills Treatment Planner (Practice Planners)
The Parenting Skills Treatment Planner (Practice Planners)
The Bestselling treatment planning system for mental health professionals

The Parenting Skills Treatment Planner provides all the elements necessary to quickly and easily develop formal treatment plans that satisfy the demands of HMOs, managed care companies, third-party payors, and state and federal review agencies.

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