Team Learning A Complete Guide 2020 Edition

Download Team Learning A Complete Guide 2020 Edition full books in PDF, epub, and Kindle. Read online Team Learning A Complete Guide 2020 Edition ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Complete Guide to Sport Education

Author : Daryl Siedentop
Publisher : Human Kinetics
ISBN 13 : 1492582204
Total Pages : 226 pages
Book Rating : 4.4/5 (925 download)

DOWNLOAD NOW!

Book Synopsis Complete Guide to Sport Education by : Daryl Siedentop

Download or read book Complete Guide to Sport Education written by Daryl Siedentop and published by Human Kinetics. This book was released on 2011-02-22 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of Complete Guide to Sport Education contains everything your students need to get—and keep—children active. Regardless of skill or confidence level, your students will learn how to get children to work together, support each other, and gain competence in sport and fitness skills so that they can stay moving now and throughout their lifetime. The Sport Education model is appropriate for various dance forms and recreational activities such as swimming, weightlifting, and other fitness programs such as aerobic routines and hiking. The text for this groundbreaking Sport Education curricular model has expanded to 12 chapters, is updated throughout, and offers even more practical examples and real-world applications from both elementary and secondary levels: • A new emphasis on using the Sport Education model to help students reach national goals for physical activity, including outside of class time • Review of the findings from more than 50 research studies that examine the efficacies of the Sport Education model • More online teacher resources—including ready-to-use forms, plans, assessments, charts, and handouts A few examples of new resources include a series of team practice cards that teachers and team coaches can use to plan practices, and templates that allow teachers to choose among several game-play performance indicators (techniques and tactics, rules and strategies, fair play, and so on). The resources make it easy for professors to use this text in college methods and curriculum courses. Authors Daryl Siedentop, Peter Hastie, and Hans van der Mars provide a perfect blend of rock-solid theory and practical application for a wealth of games, sports, and fitness activities. Through their Sport Education model, children quickly become involved in all aspects of a sport or activity, learning skills, sportsmanship, and responsibility. The curriculum helps students develop as leaders and as team players. And as they learn to become true players and performers, they become more competent and confident—thus leading to the likelihood that they will continue being active after school, on weekends, and as they grow. This second edition of Complete Guide to Sport Education will help school programs meet national physical activity guidelines and the national physical education standards established by NASPE. It contains everything that future physical education teachers need in order to implement an effective program. With its greater emphasis on activity and fitness, its expanded resources, its relevance and freshness, and its practical approach, Complete Guide to Sport Education, Second Edition, is just what your students need to point children in the direction of healthy, active lifestyles.

The Complete Guide to Training Delivery

Author : Stephen B. King
Publisher : AMACOM/American Management Association
ISBN 13 : 9780814404904
Total Pages : 495 pages
Book Rating : 4.4/5 (49 download)

DOWNLOAD NOW!

Book Synopsis The Complete Guide to Training Delivery by : Stephen B. King

Download or read book The Complete Guide to Training Delivery written by Stephen B. King and published by AMACOM/American Management Association. This book was released on 2001 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide provides trainers with ways to apply 14 key skills in order to become effective trainers. The skills required include how to: analyze materials and learner information; establish credibility; communicate effectively and provide positive reinforcement.

Hands-On Microsoft Teams

Author : João Ferreira
Publisher : Packt Publishing Ltd
ISBN 13 : 1839212152
Total Pages : 325 pages
Book Rating : 4.8/5 (392 download)

DOWNLOAD NOW!

Book Synopsis Hands-On Microsoft Teams by : João Ferreira

Download or read book Hands-On Microsoft Teams written by João Ferreira and published by Packt Publishing Ltd. This book was released on 2020-04-30 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: (A new edition with enhanced coverage is now available) A complete guide on Teams filled with real-world scenarios and best practices to increase productivity and engagement Key Features Interactive approach to learn the key concepts of Teams and its implementation in modern workplace Discover tips and techniques for extending Teams to meet your business requirements Integrate Teams with various Microsoft services such as PowerShell, SharePoint, PowerApps, and Power Automate Book DescriptionMicrosoft Teams is a platform for unified communication in modern workplaces. It not only enables effective communication, but also helps you manage your resources through its integration with various Microsoft Office 365 services. This book offers a comprehensive introduction to the platform, getting you up to speed in no time. Complete with hands-on tutorials, and projects, this easy-to-follow guide will teach you how to use Teams in the best possible way. Starting with the basic concepts that will help you collaborate on Teams, this book takes you through expert techniques for creating and managing teams. A dedicated section also features industry practices to help enhance collaboration in modern workplaces. In later chapters, you’ll explore Microsoft services such as SharePoint, PowerApps, Power Automate, and learn how they interact with Microsoft Teams. You’ll also get to grips with dealing with permissions and security issues in managing private and public teams and channels. Along the way, you’ll discover practical scenarios that will help you improve the collaboration in your organization and increase productivity by using Teams features. By the end of this book, you’ll have hands-on experience of using Microsoft Teams, along with the skills you need to improve the way people collaborate in your organization.What you will learn Create teams, channels, and tabs in Microsoft Teams Explore the Teams architecture and various Office 365 components included in Teams Perform scheduling, and managing meetings and live events in Teams Configure and manage apps in Teams Design automated scripts for managing a Teams environment using PowerShell Build your own Microsoft Teams app without writing code Who this book is for This Microsoft Teams book is for power users and business professionals looking to use Teams for improving collaboration in an enterprise environment. The book will also be useful for Office 365 administrators interested in implementing Microsoft Teams effectively by learning about and exploring expert tips and best practices to ensure good governance.

Learning in Adulthood

Author : Sharan B. Merriam
Publisher : John Wiley & Sons
ISBN 13 : 1119490510
Total Pages : 596 pages
Book Rating : 4.1/5 (194 download)

DOWNLOAD NOW!

Book Synopsis Learning in Adulthood by : Sharan B. Merriam

Download or read book Learning in Adulthood written by Sharan B. Merriam and published by John Wiley & Sons. This book was released on 2020-01-06 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new edition of the authoritative book in the field of adult education — fully revised to reflect the latest research and practice implications. For nearly three decades, Learning in Adulthood has been the definitive guide in the field of adult education. Now in its fourth edition, this comprehensive volume is fully revised to reflect the latest developments in theory, research, and practice. The authors integrate foundational research and current knowledge to present fresh, original perspectives on teaching and learning in adulthood. Written by internationally-recognized experts, this market-leading guide draws from work in sociology, philosophy, critical social theory, psychology, and education to provide an inclusive overview of adult learning. Designed primarily for educators of adults, this book is accessible for readers new to adult education, yet suitably rigorous for those more familiar with the subject. Content is organized into four practical parts, covering topics such as the social context of adult learning, self-directed and transformational learning, postmodern and feminist perspectives, cognitive development in adulthood, and more. Offering the most comprehensive single-volume treatment of adult learning available, this landmark text: Offers a wide-ranging perspective on adult learning Synthesizes the latest thinking and work in the field Includes coverage of the sociocultural perspectives of adult learning Explores the broader social implications of adult education Learning in Adulthood: A Comprehensive Guide, 4th Edition is an indispensable resource for educators and administrators involved in teaching adults, as well as faculty and students in graduate programs in adult education.

The NEW Team Habits

Author : Anthony Kim
Publisher : Corwin Press
ISBN 13 : 1544375026
Total Pages : 177 pages
Book Rating : 4.5/5 (443 download)

DOWNLOAD NOW!

Book Synopsis The NEW Team Habits by : Anthony Kim

Download or read book The NEW Team Habits written by Anthony Kim and published by Corwin Press. This book was released on 2019-09-20 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading teams in a rapidly changing world To achieve their ambitious goals, it is essential that education leaders build effective teams. Many leaders want to shift the way their teams collaborate, make decisions, and learn together, but struggle to make lasting change. Written for leaders who want to improve their teams, this guide is a follow-up to the best-seller, The NEW School Rules, a framework for transitioning to a more responsive, innovative organization. The NEW Team Habits goes further, providing battle-tested practices the authors have used with hundreds of leadership teams to build better team habits. Readers will find • a five step learning cycle for building team habits • videos, readings, and other resources to build knowledge • engaging team activities to drive learning With tools leaders and teams can use right away, this guide provides the inspiration, steps, tools, and activities you need to improving your team habits for learning, meetings, and projects.

Learning React

Author : Kirupa Chinnathambi
Publisher : Addison-Wesley Professional
ISBN 13 : 0134843576
Total Pages : 747 pages
Book Rating : 4.1/5 (348 download)

DOWNLOAD NOW!

Book Synopsis Learning React by : Kirupa Chinnathambi

Download or read book Learning React written by Kirupa Chinnathambi and published by Addison-Wesley Professional. This book was released on 2018-04-26 with total page 747 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning React A hands-on guide to building web applications using React and Redux As far as new web frameworks and libraries go, React is quite the runaway success. It not only deals with the most common problems developers face when building complex apps, it throws in a few additional tricks that make building the visuals for such apps much, much easier. What React isn’t, though, is beginner-friendly and approachable. Until now. In Learning React, author Kirupa Chinnathambi brings his fresh, clear, and very personable writing style to help web developers new to React understand its fundamentals and how to use it to build really performant (and awesome) apps. The only book on the market that helps you get your first React app up and running in just minutes, Learning Reactis chock-full of colorful illustrations to help you visualize difficult concepts and practical step-by-step examples to show you how to apply what you learn. Build your first React app Create components to define parts of your UI Combine components into other components to build more complex UIs Use JSX to specify visuals without writing full-fledged JavaScript Deal with maintaining state Work with React’s way of styling content Make sense of the mysterious component lifecycle Build multi-page apps using routing and views Optimize your React workflow using tools such as Node, Babel, webpack, and others Use Redux to make managing your app data and state easy Contents at a Glance 1 Introducing React 2 Building Your First React App 3 Components in React 4 Styling in React 5 Creating Complex Components 6 Transferring Properties 7 Meet JSX... Again! 8 Dealing with State in React 9 Going from Data to UI in React 10 Events in React 11 The Component Lifecycle 12 Accessing DOM Elements in React 13 Setting Up Your React Dev Environment 14 Working with External Data in React 15 Building an Awesome Todo List App in React 16 Creating a Sliding Menu in React 17 Avoiding Unnecessary Renders in React 18 Creating a Single-Page App in React Using React Router 19 Introduction to Redux 20 Using Redux with React

Teaming

Author : Amy C. Edmondson
Publisher : John Wiley & Sons
ISBN 13 : 1118216768
Total Pages : 359 pages
Book Rating : 4.1/5 (182 download)

DOWNLOAD NOW!

Book Synopsis Teaming by : Amy C. Edmondson

Download or read book Teaming written by Amy C. Edmondson and published by John Wiley & Sons. This book was released on 2012-03-20 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: New breakthrough thinking in organizational learning, leadership, and change Continuous improvement, understanding complex systems, and promoting innovation are all part of the landscape of learning challenges today's companies face. Amy Edmondson shows that organizations thrive, or fail to thrive, based on how well the small groups within those organizations work. In most organizations, the work that produces value for customers is carried out by teams, and increasingly, by flexible team-like entities. The pace of change and the fluidity of most work structures means that it's not really about creating effective teams anymore, but instead about leading effective teaming. Teaming shows that organizations learn when the flexible, fluid collaborations they encompass are able to learn. The problem is teams, and other dynamic groups, don't learn naturally. Edmondson outlines the factors that prevent them from doing so, such as interpersonal fear, irrational beliefs about failure, groupthink, problematic power dynamics, and information hoarding. With Teaming, leaders can shape these factors by encouraging reflection, creating psychological safety, and overcoming defensive interpersonal dynamics that inhibit the sharing of ideas. Further, they can use practical management strategies to help organizations realize the benefits inherent in both success and failure. Presents a clear explanation of practical management concepts for increasing learning capability for business results Introduces a framework that clarifies how learning processes must be altered for different kinds of work Explains how Collaborative Learning works, and gives tips for how to do it well Includes case-study research on Intermountain healthcare, Prudential, GM, Toyota, IDEO, the IRS, and both Cincinnati and Minneapolis Children's Hospitals, among others Based on years of research, this book shows how leaders can make organizational learning happen by building teams that learn.

The Project Book

Author : Colin D. Ellis
Publisher : John Wiley & Sons
ISBN 13 : 0730371417
Total Pages : 400 pages
Book Rating : 4.7/5 (33 download)

DOWNLOAD NOW!

Book Synopsis The Project Book by : Colin D. Ellis

Download or read book The Project Book written by Colin D. Ellis and published by John Wiley & Sons. This book was released on 2019-07-01 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: ** Winner AUSTRALIAN BUSINESS BOOK AWARDS - BEST GENERAL BUSINESS BOOK 2020 ** Finalist AUSTRALIAN BUSINESS BOOK AWARDS - BEST BOOK 2020 Deliver great projects every time Projects are the lifeblood of organisations, but many projects fall short of expectations because of poor project management and/or poor project sponsorship. In The Project Book, author and 20-year project management and sponsorship veteran Colin D Ellis teaches you the skills and behaviours required to make your projects succeed, every time. The best projects, whether they are delivered in an agile or waterfall way, are a result of the people that lead them and the environment they create. This fail-safe and comprehensive handbook shows you how to develop the mindset and communication skills to create projects that leave a legacy for you, your team and your organisation. Project leaders and senior managers in all business and technical disciplines will benefit from the insightful guidance this book offers and better project outcomes will result. Split into two parts, individually addressing Project Leaders and Project Sponsors, this book guides large project facilitators to understand the importance of people over processes. become a project leader that people trust build a team culture of collaboration, agility and creativity upskill executives so that they’re catalysts for transformation develop the organisational discipline needed for successful projects create a mature environment for your projects to thrive Engaging, informative and humorous, The Project Book will help project managers, project sponsors, scrum masters and product owners across all organisations to deliver successful projects in a way that customers will talk about for years.

Collaborative Teams That Work

Author : Gavin Grift
Publisher :
ISBN 13 : 9780645931419
Total Pages : 0 pages
Book Rating : 4.9/5 (314 download)

DOWNLOAD NOW!

Book Synopsis Collaborative Teams That Work by : Gavin Grift

Download or read book Collaborative Teams That Work written by Gavin Grift and published by . This book was released on 2023-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: *Learn how to apply up to 12 evidence-based key actions to elevate your collaborative team's results*Discover what the critical tasks are for collaborative teams as they work through a cycle of learning*Apply road tested solutions to the many challenges collaborative teams face*Explore the 14 crucial foundations leaders implement to ensure collaborative efforts truly impact student learning.

The Ideal Team Player

Author : Patrick M. Lencioni
Publisher : John Wiley & Sons
ISBN 13 : 1119209617
Total Pages : 195 pages
Book Rating : 4.1/5 (192 download)

DOWNLOAD NOW!

Book Synopsis The Ideal Team Player by : Patrick M. Lencioni

Download or read book The Ideal Team Player written by Patrick M. Lencioni and published by John Wiley & Sons. This book was released on 2016-04-25 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: In his classic book, The Five Dysfunctions of a Team, Patrick Lencioni laid out a groundbreaking approach for tackling the perilous group behaviors that destroy teamwork. Here he turns his focus to the individual, revealing the three indispensable virtues of an ideal team player. In The Ideal Team Player, Lencioni tells the story of Jeff Shanley, a leader desperate to save his uncle’s company by restoring its cultural commitment to teamwork. Jeff must crack the code on the virtues that real team players possess, and then build a culture of hiring and development around those virtues. Beyond the fable, Lencioni presents a practical framework and actionable tools for identifying, hiring, and developing ideal team players. Whether you’re a leader trying to create a culture around teamwork, a staffing professional looking to hire real team players, or a team player wanting to improve yourself, this book will prove to be as useful as it is compelling.

ADULT EDUCATORS' RESOURCE MANUAL

Author : Marilyn Laiken
Publisher : Page Publishing Inc
ISBN 13 :
Total Pages : 79 pages
Book Rating : 4.8/5 (915 download)

DOWNLOAD NOW!

Book Synopsis ADULT EDUCATORS' RESOURCE MANUAL by : Marilyn Laiken

Download or read book ADULT EDUCATORS' RESOURCE MANUAL written by Marilyn Laiken and published by Page Publishing Inc. This book was released on 2024-10-31 with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents a compilation of all of the author's learning about teaching adults, from an almost fifty- year career in the field of adult education. It explores the art and science of training as a transformative learning process. It goes further than the development of understanding and skill, to actually help achieve a change in behaviour that reaches beyond the classroom experience. The purpose is to help learners critically reflect on their behaviour and underlying assumptions and provide an opportunity for these to be fully explored with others in a dialogic atmosphere. This manual outlines in detail the methods needed to create such an educational experience. It begins with life before training, including preprogram preparation, designing a training program, and planning for how to create a positive learning environment. It then explores life during training, including understanding the adult learner, dealing with difficult situations and behaviour, facilitating group dynamics in the classroom to create a transformative learning environment, managing your own personal leadership and facilitation style, and using instructional methods that work. To close, the book addresses life after training, including all forms of evaluation and ensuring enduring impact beyond the training program. Finally, personal anecdotes from the author's own experience are included throughout the book to enrich and illustrate points being made.

Deep Learning

Author : Ian Goodfellow
Publisher : MIT Press
ISBN 13 : 0262337371
Total Pages : 801 pages
Book Rating : 4.2/5 (623 download)

DOWNLOAD NOW!

Book Synopsis Deep Learning by : Ian Goodfellow

Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Microsoft Visio 2016 Step By Step

Author : Scott A. Helmers
Publisher : Microsoft Press
ISBN 13 : 0735699569
Total Pages : 783 pages
Book Rating : 4.7/5 (356 download)

DOWNLOAD NOW!

Book Synopsis Microsoft Visio 2016 Step By Step by : Scott A. Helmers

Download or read book Microsoft Visio 2016 Step By Step written by Scott A. Helmers and published by Microsoft Press. This book was released on 2015-12-16 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: The quick way to learn Microsoft Visio 2016! This is learning made easy. Get more done quickly with Visio 2016. Jump in wherever you need answers--brisk lessons and colorful screenshots show you exactly what to do, step by step. Get results faster with starter diagrams Diagram processes, organizations, networks, and datacenters Add styles, colors, and themes Enhance diagrams with data-driven visualizations Link to external data sources, websites, and documents Add structure to diagrams with containers, lists, and callouts Validate flowchart, swimlane, and BPMN diagrams Collaborate and publish with Visio Services and Microsoft SharePoint 2016 Look up just the tasks and lessons you need

The Book of GIMP

Author : Olivier Lecarme
Publisher : No Starch Press
ISBN 13 : 1593275013
Total Pages : 679 pages
Book Rating : 4.5/5 (932 download)

DOWNLOAD NOW!

Book Synopsis The Book of GIMP by : Olivier Lecarme

Download or read book The Book of GIMP written by Olivier Lecarme and published by No Starch Press. This book was released on 2013-01-12 with total page 679 pages. Available in PDF, EPUB and Kindle. Book excerpt: GIMP is a free alternative to Adobe Photoshop with tons of professional-grade features. But with so many powerful tools and menu options, GIMP can be difficult to master. Whether you're struggling to get started or trying to master some of GIMP's more complex features, you'll find the answers you're looking for in The Book of GIMP. The tutorials in the first half of the book walk you through essential GIMP skills, like resizing and cropping images, touching up spots and scratches, and customizing your work area. Illustrated, step-by-step instructions show you how to: –Improve the lighting and composition of images –Remove distortions and noise to make old and damaged photos look like new –Create stunning panoramas and digital collages using a series of photos –Make, edit, and export custom textures, logos, and animated GIFs –Work with selections, channels, and masks to edit images like a pro –Create colorful digital art, layer by layer The book's second half offers a comprehensive reference to GIMP's many features, including color balancing, masks, filters, and plug-ins. You'll find tools described in unparalleled detail, with coverage of nearly every option and parameter. With illustrated tutorials and detailed references, The Book of GIMP is sure to become your one-stop guide to just about everything GIMP.

The NEW School Rules

Author : Anthony Kim
Publisher : Corwin Press
ISBN 13 : 1544323204
Total Pages : 194 pages
Book Rating : 4.5/5 (443 download)

DOWNLOAD NOW!

Book Synopsis The NEW School Rules by : Anthony Kim

Download or read book The NEW School Rules written by Anthony Kim and published by Corwin Press. This book was released on 2018-01-06 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Actions to increase effectiveness of schools in a rapidly changing world Schools, in order to be nimble and stay relevant and impactful, need to abandon the rigid structures designed for less dynamic times. The NEW School Rules expands cutting-edge organizational design and modern management techniques into an operating system for empowering schools with the same agility and responsiveness so vital in the business world. 6 simple rules create a unified vision of responsiveness among educators Real life case studies illustrate responsive techniques implemented in a variety of educational demographics 15 experiments guide school and district leaders toward increased responsiveness in their faculty and staff

Project Management for the Unofficial Project Manager (Updated and Revised Edition)

Author : Kory Kogon
Publisher : BenBella Books
ISBN 13 : 1637740506
Total Pages : 225 pages
Book Rating : 4.6/5 (377 download)

DOWNLOAD NOW!

Book Synopsis Project Management for the Unofficial Project Manager (Updated and Revised Edition) by : Kory Kogon

Download or read book Project Management for the Unofficial Project Manager (Updated and Revised Edition) written by Kory Kogon and published by BenBella Books. This book was released on 2024-01-16 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: No project management training? No problem! In today’s workplace, employees are routinely expected to coordinate and manage projects. Yet, chances are, you aren’t formally trained in managing projects—you’re an unofficial project manager. FranklinCovey experts Kory Kogon and Suzette Blakemore understand the importance of leadership in project completion and explain that people are crucial in the formula for success. This updated and revised edition of Project Management for the Unofficial Project Manager offers practical, real-world insights for effective project management and guides you through the essentials of the value, people, and project management process: Scope Plan Engage Track and Adapt Close If you’re struggling to ensure multiple projects are finished with high value and on time, this book is for you. If you manage projects without the benefit of a team, this book is also for you. Change the way you think about project management—"project manager" may not be your official title, but with the right strategies, you can excel in this project economy.

An Introduction to Statistical Learning

Author : Gareth James
Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)

DOWNLOAD NOW!

Book Synopsis An Introduction to Statistical Learning by : Gareth James

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.