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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...

Python Projects
Python Projects

A guide to completing Python projects for those ready to take their skills to the next level

Python Projects is the ultimate resource for the Python programmer with basic skills who is ready to move beyond tutorials and start building projects.

The preeminent guide to bridge the gap between
...

SQL in a Nutshell: A Desktop Quick Reference
SQL in a Nutshell: A Desktop Quick Reference
The explosive growth of the information technology industry and the constantly
growing need to compile, store, access, and manipulate increasingly larger masses
of data have required the development of ever more sophisticated database
management tools.

Since its first incarnation in the 1970s, Structured Query Language
...
Programmer's Guide to SQL
Programmer's Guide to SQL

Do you speak SQL? We do, and in this book we provide you with an in-depth yet concise tutorial on using Structured Query Language (SQL), the standard that defines how to create and manipulate databases and the data they store. SQL is a simple yet powerful language, and you’ll be amazed at how many things you can do with just a few...

Quantum Mechanics: A Simplified Approach
Quantum Mechanics: A Simplified Approach

Quantum mechanics is one of the most challenging subjects to learn. It is challenging because quantum phenomenon is counterintuitive, and the mathematics used to explain such a phenomenon is very abstract, and difficult to grasp. This textbook is an attempt to overcome these challenges. Every chapter presents quantum ideas step- by-...

Learning Together Online: Research on Asynchronous Learning Networks
Learning Together Online: Research on Asynchronous Learning Networks
This book is about the past and future of research on the effectiveness of learning networks, a type of e-learning, online learning, Web-based learning, computer-supported collaborative learning, or virtual classroom (to use a number of common terms) in which students and teachers learn together online. The formal term is ...
XML Data Management: Native XML and XML-Enabled Database Systems
XML Data Management: Native XML and XML-Enabled Database Systems

The past few years have seen a dramatic increase in the popularity and adoption of XML, the eXtensible Markup Language. This explosive growth is driven by its ability to provide a standardized, extensible means of including semantic information within documents describing semi-structured data. This makes it possible to...

Preventative Programming Techniques: Avoid and Correct Common Mistakes (Programming Series)
Preventative Programming Techniques: Avoid and Correct Common Mistakes (Programming Series)

Preventative Programming Techniques provides programmers with a clear and intelligent approach to detecting, preventing, and correcting the most common mistakes. It includes practical ways to reduce problems that occur every day, and provides methods for correcting problems that already exist. Using a medical metaphor, each of the...

Ontologies for Software Engineering and Software Technology
Ontologies for Software Engineering and Software Technology
Communication is one of the main activities in software projects, many such projects fail or encounter serious problems because the stakeholders involved have different understandings of the problem domain and/or they use different terminologies. Ontologies can help to mitigate these communication problems.

Calero and her coeditors mainly...

Python Web Scraping Cookbook: Over 90 proven recipes to get you scraping with Python, micro services, Docker and AWS
Python Web Scraping Cookbook: Over 90 proven recipes to get you scraping with Python, micro services, Docker and AWS

Untangle your web scraping complexities and access web data with ease using Python scripts

Key Features

  • Hands-on recipes to advance your web scraping skills to expert level
  • Address complex and challenging web scraping tasks using Python
  • Understand the web...
Using R for Data Analysis in Social Sciences
Using R for Data Analysis in Social Sciences
Statistical analysis is common in the social sciences, and among the more popular programs is R. This book provides a foundation for undergraduate and graduate students in the social sciences on how to use R to manage, visualize, and analyze data. The focus is on how to address substantive questions with data analysis and replicate...
Database Solutions: A step by step guide to building databases (2nd Edition)
Database Solutions: A step by step guide to building databases (2nd Edition)
The second edition of this book incorporates two relational database design methodologies to teach readers how databases can be implemented in Microsoft Access and Oracle. Not only does the book provide a comprehensive methodology for relational database design, but the authors also show readers how to use the latest installation of UML. Fifteen...
unlimited object storage image
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