Machine Learning Applications In Software Engineering

The second edition of this book covers new topics that satisfy a growing need in the GIS, professional surveyor, machine control, and Big Data communities while continuing to embrace the earth center

Learn how to code in 10 easy lessons, and become a computer pro in no time!From writing simple coding instructions using Scratch software, to learning the coding skills to create your own computer gam

Advanced Issues in Partial Least Squares Structural Equation Modeling provides a practical and applied description of advanced issues in PLS-SEM relevant for students, professors and applied researchers. Authors Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan combine simple explanations of complex statistical concepts with examples and case studies that readers can follow using datasets available with the book. Furthermore, instead of providing technical descriptions of the concepts with a multitude of formulae, the book will focus on the appropriate analysis of data and interpretation of outputs. Many of the examples are based on the SmartPLS software, created and maintained by the authors. The book is easy to use for both independent and guided learning, including numerous graphs, tables, illustrations, multiple downloadable datasets (provided on a companion website), exercises, and further readings. Where appropriate, supplementary analyses and data mana

Get a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book. You don't choose what you see on the internet. Algorithms choose for you. We spend 12 billion hours a day browsing the internet. And in the background, sophisticated recommender systems silently decide what appears on our feeds, what we click next, and what we think we want. These invisible algorithms direct our entertainment, news, shopping, friendships, dates--even our sense of identity. Algorithmic recommender systems are some of the internet's most closely guarded secrets. This book pulls back the curtain, showing why they're so seductive and how they influence your beliefs, desires, and behavior. This book tells you how they work and gives you tools to reclaim your agency. Dr Luca Belli, co-founder and former research lead for Twitter's Machine Learning Ethics, Transparency and Accountab

"This book considers the foremost optimization algorithms in several applications. It deals primarily with methods and approaches that include meta-heuristics for further systems improvements. It gran

The Semantic Web, that adds a conceptual layer of machine-understandable metadata to the existing content, will make the content available for processing by intelligent software allowing automatic res

This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and di

This manual contains a wealth of hands-on activities correlated with chapters in the text. These activities promote learning of concepts and provide valuable hands-on geometry experience.

The growing number of scientific and technological applications of plasma physics in the field of Aerospace Engineering requires that graduate students and professionals understand their principles. T

Contributed by an international group of researchers working in computer science, engineering, psychology, and other fields, the 23 chapters in this volume explore the application of 3D virtual realit

BEGINNING ALGEBRA: CONNECTING CONCEPTS THROUGH APPLICATIONS shows students how to apply traditional mathematical skills in real-world contexts. The emphasis on skill building and applications engages

Home music producers now have access to a wide variety of software synthesizers, samplers, and FX devices on their computers -- devices that had previously been available only in expensive hardware fo

As more and more guitarists begin to use amp simulation software, it becomes increasingly important for them to have a tool that will help them to get the most out of it. That tool has arrived in the

Engage both computer rookies and hot shots as you guide them in mastering Microsoft PowerPoint 2016 applications quickly and efficiently with ILLUSTRATED MICROSOFT OFFICE 365 & POWERPOINT 2016: IN

Refine the skills needed to become an accomplished professional carpenter with the in-depth coverage and practical applications found in Carpentry, 6E. This popular bestseller by well-known expert Flo

This book is designed to serve senior-level engineering students taking a capstone design course in fluid and thermal systems design. It is built from the ground up with the needs and interests of pra

MICROECONOMIC THEORY: BASIC PRINCIPLES AND EXTENSIONS, 11th edition, delivers economic models, theoretical tools, real-world applications, and the latest developments in the study of microeconomics. I

Master the principles of economics, and gain an understanding of current economic situations with the solid introduction and policy-based examples and applications found in MACROECONOMICS: PRINCIPLES

Gain a strong foundation in Java programming with the confidence and technical skills to build actual, successful mobile applications with ANDROID BOOT CAMP FOR DEVELOPERS USING JAVA?, COMPREHENSIVE:

Engage both computer rookies and hot shots as you guide them in mastering Microsoft Word 2016 applications quickly and efficiently with ILLUSTRATED MICROSOFT OFFICE 365 & WORD 2016: INTRODUCTORY.

Focus on the financial concepts, skills, and technological applications that are critical for you in today's workplace with Ehrhardt/Brigham's CORPORATE FINANCE: A FOCUSED APPROACH 6E. With its releva

Master the principles of economics, and gain an understanding of current economic situations with the solid introduction and policy-based examples and applications found in ECONOMICS: PRINCIPLES AND P

This text is suitable for an undergraduate or graduate course on leadership that emphasizes applications and skill building. It can also be used for courses in management development, organizational b

Discover the power of Java for developing applications with the engaging, hands-on approach in Farrell's JAVA PROGRAMMING, 8E. With this book, even first-time programmers can quickly develop useful pr

In this book/CD-ROM package for students in word processing and business applications courses, Ambrose (business, Tidewater Community College) and Jones (academic affairs, Norfolk State University) pr

內容簡介:以簡單有效率的方式分析資料與預測結果 機器學習的目的是預測，使用你已經知道的來預測你想要知道的—根據這兩者之間的歷史關係。它的核心是一種數學 / 演算法技術，你需要深入瞭解數學與統計學概念，並熟悉 R 與其他專用語言。本書為廣大的讀者簡化機器學習技術，把焦點放在兩種可以有效地預測結果的演算法族群，告訴你如何透過熱門且容易上手的 Python 程式語言來使用它們。 作者 Michael B

Given the rapid software and hardware developments in DSP, it is vital for students to complement their theoretical learning with practical applications. Digital Signal Processing Laboratory is a prac

Mello draws on years of experience in product development, hardware engineering, software development, and marketing, in creating this text for executives and new-product professionals. She presents

This text provides the practising engineer with a review of the current techniques and applications of machine control. The control of machines is essential in the manufacturing process in order to pr

From a bestselling author and expert--a soon-to-be classic on application developmentRepresenting a significant change of focus in software engineering, the business rule approach to application devel

Historically, the terms validation and verification have been very loosely defined in the system engineering world, with predictable confusion. Few hardware or software testing texts even touch upon v

What is this book about?The Apache Software Foundation's Jakarta Struts remains the most popular Java framework for building enterprise-level Web applications. In the first book to cover the extensive

The use of composites is growing in structural applications in many industries including aerospace, marine, wind turbine and civil engineering. There are uncertainties about the long term performance

As composite materials gain increasing prominence in engineering applications, it becomes essential for designers and engineers to have a thorough grounding in the various material forms, their produc

Now kids can combine a love for LEGO with learning STEAM topics (science, technology, engineering, arts and math) in this awesomely fun activity book!Industrious minds will love learning to build a bu

An informal and highly accessible writing style, a simple treatment of mathematics, and clear guide to applications have made this book a classic text in electrical and electronic engineering. Student

Suitable for engineering and science students who need to learn numerical problem solving, this book introduces theory to inform key concepts which are framed in applications and demonstrated using MA

This Second Edition for the standard graduate level course in conduction heat transfer has been updated and oriented more to engineering applications partnered with real-world examples. New features i