Author: Cindy Huggett
Publisher: Association for Talent Development
ISBN: 1947308653
Category : Business & Economics
Languages : en
Pages : 241
Book Description
It’s a digital world; is your training up to speed? Build your virtual training skills with this new edition of Virtual Training Basics by Cindy Huggett. You don’t have to be a tech wizard to follow her tested and proven techniques for enhancing your virtual training design and delivery. E-learning has been around since the late 90s, but it continually evolves. Sometimes, it may seem impossible to keep up—but your learners need courses that they can take anywhere, organizations need to save money and time on travel, and everyone expects your material to be as current as possible. Take it back to the basics. Virtual Training Basics will get you started with the fundamentals of virtual training, and then build you up through design and facilitation, with updated material and two new chapters to cover the latest breakthroughs and skills you need to know. In this book, you will: Get tips from a variety of seasoned virtual trainers. Gain insight into the differences (and similarities) between facilitating in-person training and virtual training. Understand the fundamentals of virtual training design. Whether you’re new to virtual training or looking for ways to update your existing skills, Virtual Training Basics, 2nd edition, will take you there.
Virtual Training Basics, 2nd Edition
Author: Cindy Huggett
Publisher: Association for Talent Development
ISBN: 1947308653
Category : Business & Economics
Languages : en
Pages : 241
Book Description
It’s a digital world; is your training up to speed? Build your virtual training skills with this new edition of Virtual Training Basics by Cindy Huggett. You don’t have to be a tech wizard to follow her tested and proven techniques for enhancing your virtual training design and delivery. E-learning has been around since the late 90s, but it continually evolves. Sometimes, it may seem impossible to keep up—but your learners need courses that they can take anywhere, organizations need to save money and time on travel, and everyone expects your material to be as current as possible. Take it back to the basics. Virtual Training Basics will get you started with the fundamentals of virtual training, and then build you up through design and facilitation, with updated material and two new chapters to cover the latest breakthroughs and skills you need to know. In this book, you will: Get tips from a variety of seasoned virtual trainers. Gain insight into the differences (and similarities) between facilitating in-person training and virtual training. Understand the fundamentals of virtual training design. Whether you’re new to virtual training or looking for ways to update your existing skills, Virtual Training Basics, 2nd edition, will take you there.
Publisher: Association for Talent Development
ISBN: 1947308653
Category : Business & Economics
Languages : en
Pages : 241
Book Description
It’s a digital world; is your training up to speed? Build your virtual training skills with this new edition of Virtual Training Basics by Cindy Huggett. You don’t have to be a tech wizard to follow her tested and proven techniques for enhancing your virtual training design and delivery. E-learning has been around since the late 90s, but it continually evolves. Sometimes, it may seem impossible to keep up—but your learners need courses that they can take anywhere, organizations need to save money and time on travel, and everyone expects your material to be as current as possible. Take it back to the basics. Virtual Training Basics will get you started with the fundamentals of virtual training, and then build you up through design and facilitation, with updated material and two new chapters to cover the latest breakthroughs and skills you need to know. In this book, you will: Get tips from a variety of seasoned virtual trainers. Gain insight into the differences (and similarities) between facilitating in-person training and virtual training. Understand the fundamentals of virtual training design. Whether you’re new to virtual training or looking for ways to update your existing skills, Virtual Training Basics, 2nd edition, will take you there.
Virtual Training Tools and Templates
Author: Cindy Huggett
Publisher: Association for Talent Development
ISBN: 1562865765
Category : Business & Economics
Languages : en
Pages : 281
Book Description
Are your virtual training tools ready for a tune-up? You've discovered the best way to reach remote audiences without boarding a single plane. And you've learned that an effective virtual training program is relatively short, highly relevant, and extremely engaging. Now you need the tried-and-true tools that will make your next program an all-out success. Virtual Training Tools and Templates: An Action Guide to Live Online Learning offers proven resources for delivering top-notch virtual training programs. Make expert trainer Cindy Huggett's professional array of virtual tools your own, and discover new perspectives from a range of training trailblazers. You'll find their real-world lessons learned and get full access to their secrets of the trade. Starting with a simple four-step process (get started, get ready, get buy-in, and get going), Huggett helps you select the right technology, then offers detailed sections on how to design content, develop activities, and work with both facilitators and producers. And if you're wondering how to prepare participants and evaluate program results, Huggett does not disappoint. Follow along as she guides you with new and relevant tips, tools, and templates every step of the way. A virtual training pioneer, Huggett wrote this book for you---instructional designers, facilitating trainers, learning coordinators, and training managers. And she continues to experiment with creative techniques and hone her skills so you can jump in with confidence. This complete guide builds on the author's popular The Virtual Training Guidebook---use them together or on their own to delve into Huggett's holistic approach to virtual training.
Publisher: Association for Talent Development
ISBN: 1562865765
Category : Business & Economics
Languages : en
Pages : 281
Book Description
Are your virtual training tools ready for a tune-up? You've discovered the best way to reach remote audiences without boarding a single plane. And you've learned that an effective virtual training program is relatively short, highly relevant, and extremely engaging. Now you need the tried-and-true tools that will make your next program an all-out success. Virtual Training Tools and Templates: An Action Guide to Live Online Learning offers proven resources for delivering top-notch virtual training programs. Make expert trainer Cindy Huggett's professional array of virtual tools your own, and discover new perspectives from a range of training trailblazers. You'll find their real-world lessons learned and get full access to their secrets of the trade. Starting with a simple four-step process (get started, get ready, get buy-in, and get going), Huggett helps you select the right technology, then offers detailed sections on how to design content, develop activities, and work with both facilitators and producers. And if you're wondering how to prepare participants and evaluate program results, Huggett does not disappoint. Follow along as she guides you with new and relevant tips, tools, and templates every step of the way. A virtual training pioneer, Huggett wrote this book for you---instructional designers, facilitating trainers, learning coordinators, and training managers. And she continues to experiment with creative techniques and hone her skills so you can jump in with confidence. This complete guide builds on the author's popular The Virtual Training Guidebook---use them together or on their own to delve into Huggett's holistic approach to virtual training.
Producing Virtual Training, Meetings, and Webinars
Author: Kassy LaBorie
Publisher: Association for Talent Development
ISBN: 1950496260
Category : Business & Economics
Languages : en
Pages : 289
Book Description
Master the Production of Virtual Events and Improve Engagement Have you ever found yourself confidently delivering content for a virtual training session, webinar, or online meeting only to have a participant drop off? Or, have you bravely launched breakout sessions but found that participants got lost on where to go? These scenarios illustrate the convergence of virtual session facilitation and production. While attention is most often paid to the facilitation of virtual sessions, significantly less is devoted to producing them. Producing Virtual Training, Meetings, and Webinars rectifies this gap. In this book, Kassy LaBorie, go-to training expert and co-author of Interact and Engage! 50 Activities for Virtual Training, Meeting, and Webinars, guides you through the production knowledge and skills a trainer needs to master the production of virtual events while delivering engaging training, productive meetings, and captivating webinars—from how to prepare the technology and content beforehand to how to run everything smoothly. Using examples from and discussing differences among common virtual conferencing platforms such as Adobe Connect, Blackboard, Zoom, Webex, GoTo suite, and Microsoft Teams, LaBorie offers a plan of action for conquering just about any platform and troubleshooting potential problems. This book thoroughly examines typical platform features (audio, webcam, chat, screen share), advanced interaction methods (polling, breakouts, Q&A), and administration and logistics elements (logins, session scheduling, reports). With production in mind, you’ll also learn how to: Design session materials. Prepare attendees to participate before and during the session. Build successful virtual working relationships with presenters. Through stories, templates, checklists, and examples, LaBorie shares about her 20-plus years of engaging participants successfully in thousands of virtual events and gets you up to speed in no time.
Publisher: Association for Talent Development
ISBN: 1950496260
Category : Business & Economics
Languages : en
Pages : 289
Book Description
Master the Production of Virtual Events and Improve Engagement Have you ever found yourself confidently delivering content for a virtual training session, webinar, or online meeting only to have a participant drop off? Or, have you bravely launched breakout sessions but found that participants got lost on where to go? These scenarios illustrate the convergence of virtual session facilitation and production. While attention is most often paid to the facilitation of virtual sessions, significantly less is devoted to producing them. Producing Virtual Training, Meetings, and Webinars rectifies this gap. In this book, Kassy LaBorie, go-to training expert and co-author of Interact and Engage! 50 Activities for Virtual Training, Meeting, and Webinars, guides you through the production knowledge and skills a trainer needs to master the production of virtual events while delivering engaging training, productive meetings, and captivating webinars—from how to prepare the technology and content beforehand to how to run everything smoothly. Using examples from and discussing differences among common virtual conferencing platforms such as Adobe Connect, Blackboard, Zoom, Webex, GoTo suite, and Microsoft Teams, LaBorie offers a plan of action for conquering just about any platform and troubleshooting potential problems. This book thoroughly examines typical platform features (audio, webcam, chat, screen share), advanced interaction methods (polling, breakouts, Q&A), and administration and logistics elements (logins, session scheduling, reports). With production in mind, you’ll also learn how to: Design session materials. Prepare attendees to participate before and during the session. Build successful virtual working relationships with presenters. Through stories, templates, checklists, and examples, LaBorie shares about her 20-plus years of engaging participants successfully in thousands of virtual events and gets you up to speed in no time.
Building Online Learning Communities
Author: Rena M. Palloff
Publisher: John Wiley & Sons
ISBN: 0470605464
Category : Education
Languages : en
Pages : 345
Book Description
Building Online Learning Communities further explores the development of virtual classroom environments that foster a sense of community and empower students to take charge of their learning to successfully achieve learning outcomes. This is the second edition of the groundbreaking book by Rena Palloff and Keith Pratt and has been completely updated and expanded to include the most current information on effective online course development and delivery. A practical, hands-on guide, this resource is filled with illustrative case studies, vignettes, and examples from a wide variety of successful online courses. The authors offer proven strategies for handling challenges that include: Engaging students in the formation of an online learning community. Establishing a sense of presence online. Maximizing participation. Developing effective courses that include collaboration and reflection. Assessing student performance. Written for faculty in any distance learning environment, this revised edition is based on the authors many years of work in faculty development for online teaching as well as their extensive personal experience as faculty in online distance education. Rena M. Palloff and Keith Pratt share insights designed to guide readers through the steps of online course design and delivery.
Publisher: John Wiley & Sons
ISBN: 0470605464
Category : Education
Languages : en
Pages : 345
Book Description
Building Online Learning Communities further explores the development of virtual classroom environments that foster a sense of community and empower students to take charge of their learning to successfully achieve learning outcomes. This is the second edition of the groundbreaking book by Rena Palloff and Keith Pratt and has been completely updated and expanded to include the most current information on effective online course development and delivery. A practical, hands-on guide, this resource is filled with illustrative case studies, vignettes, and examples from a wide variety of successful online courses. The authors offer proven strategies for handling challenges that include: Engaging students in the formation of an online learning community. Establishing a sense of presence online. Maximizing participation. Developing effective courses that include collaboration and reflection. Assessing student performance. Written for faculty in any distance learning environment, this revised edition is based on the authors many years of work in faculty development for online teaching as well as their extensive personal experience as faculty in online distance education. Rena M. Palloff and Keith Pratt share insights designed to guide readers through the steps of online course design and delivery.
Training Design Basics, 2nd Edition
Author: Saul Carliner
Publisher: Association for Talent Development
ISBN: 1607285002
Category : Business & Economics
Languages : en
Pages : 233
Book Description
If you are designing a training program for the first time, this practical book is for you. Part of ATD’s Training Basics series, it zeroes in on how to design successful training for the face-to-face or virtual classroom. It also serves as a guide for developing self-study training programs, such as online tutorials and workbooks. Internationally renowned workplace learning expert and educator Saul Carliner not only delves into the analysis and evaluation phases of training design—where most books stop—but also gives prominence to core competencies like materials development, marketing, and administration. Updated to reflect changes in training practices, this second edition helps instructional designers hone key training skills. Major additions include guidance on live virtual and online tutorials, completely new training programs, and tips for how to adjust design practice when working under stringent conditions. In this book you will learn: Best practices for designing and developing training programs in the real world. Tactics to successfully launch and run training programs you’ve designed. How to adjust design practices along three tiers of effort in platinum, silver, and bronze scenarios.
Publisher: Association for Talent Development
ISBN: 1607285002
Category : Business & Economics
Languages : en
Pages : 233
Book Description
If you are designing a training program for the first time, this practical book is for you. Part of ATD’s Training Basics series, it zeroes in on how to design successful training for the face-to-face or virtual classroom. It also serves as a guide for developing self-study training programs, such as online tutorials and workbooks. Internationally renowned workplace learning expert and educator Saul Carliner not only delves into the analysis and evaluation phases of training design—where most books stop—but also gives prominence to core competencies like materials development, marketing, and administration. Updated to reflect changes in training practices, this second edition helps instructional designers hone key training skills. Major additions include guidance on live virtual and online tutorials, completely new training programs, and tips for how to adjust design practice when working under stringent conditions. In this book you will learn: Best practices for designing and developing training programs in the real world. Tactics to successfully launch and run training programs you’ve designed. How to adjust design practices along three tiers of effort in platinum, silver, and bronze scenarios.
Deep Learning
Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
Book Description
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.
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
Book Description
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.
The Virtual Training Guidebook
Author: Cindy Huggett
Publisher:
ISBN:
Category : Career development
Languages : en
Pages : 208
Book Description
Packed with checklists, advice, and howto features, The Virtual Training Guidebook teaches you how to design, deliver, and implement live online learning. This book will help learning professionals transition to the online classroom by taking a holistic look at successful implementation, including gaining organizational support, selecting a platform, designing classes, selecting facilitators, preparing participants, global considerations, and the logistics required for success.
Publisher:
ISBN:
Category : Career development
Languages : en
Pages : 208
Book Description
Packed with checklists, advice, and howto features, The Virtual Training Guidebook teaches you how to design, deliver, and implement live online learning. This book will help learning professionals transition to the online classroom by taking a holistic look at successful implementation, including gaining organizational support, selecting a platform, designing classes, selecting facilitators, preparing participants, global considerations, and the logistics required for success.
Dance Composition Basics
Author: Pamela Anderson Sofras
Publisher: Human Kinetics
ISBN: 1492571261
Category : Performing Arts
Languages : en
Pages : 177
Book Description
If the saying “To be the best, you must learn from the best” holds true, then this book is gold for all aspiring dancers. Dance Composition Basics, Second Edition, doesn’t just feature the works and brilliance of dance and choreographic legends Alonzo King and Dwight Rhoden—it is completely based on the choreographic operations and forms in three of their original works: Chants and Dreamer by King and Verge by Rhoden. All compositional exercises in the book are based on those three works, and the book itself is expertly crafted by Pamela Anderson Sofras, who has 34 years of experience teaching dance at the university level. Dance Composition Basics, designed for beginning dance composition courses, introduces dancers to choreography through a series of problem-solving activities. The activities are starting points for novice dancers to embark on their own attempts at choreography. Useful Tools The book offers several useful tools for instructors: 27 lesson plans that draw from and highlight selected portions of original compositions by King and Rhoden 33 reproducible assessment and self-evaluation forms An instructor guide that includes a sample course syllabus plus written exams for each chapter PowerPoint presentations to guide students through each lesson A web resource featuring online videos that are closely tied to the lesson plans and provide a richer learning experience for students; students can access this resource inside or outside of class Highly Valuable Video Resource The videos give students access to Alonzo King and Dwight Rhoden, highly successful and respected choreographers, who share their processes and techniques. Many video clips show the choreographers working on the same movement concepts featured in the corresponding lesson. Students will see the choreographers in action with professional dancers as they develop the movement material for each dance. Because students get to see the choreographers and dancers struggling with the same creative concepts they have been assigned, these clips add tremendous value to Dance Composition. Book and Web Resource Organization The text is split into five chapters, each of which features several lessons based on that chapter’s choreographic concept. Each lesson contains the following: An introductory statement and a vocabulary list A warm-up to prepare the body and focus the mind Structured improvisations that help dancers understand the movement concepts of the lesson Problem-solving activities that allow dancers to apply the concepts presented in the improvisations Discussion questions to engage dancers and promote understanding Assessment rubrics to guide evaluation of each dancer’s learning At the end of the book, a glossary provides definitions for the vocabulary terms introduced in the chapters. The main menu of the web resource corresponds with the five chapters in the book. To guide students’ use of the videos, icons have been placed throughout the book, referring readers to additional information in the web resource. Reviewing the videos will provide further insight into the choreographic assignment. The web resource also contains all the discussion questions, assessments, and evaluations found in the book. Instructors can distribute these to students electronically or print them out. Instructors can also adapt the forms to meet their specific needs. The Learning Process Dance Composition takes students through a systematic learning process: reading about a concept, discussing the concept, seeing the concept played out on video with professional choreographers and dancers, and exploring the concept through their own movement ideas. Through this process, which includes structured improvisations, students discover a movement vocabulary and original dance phrases. They then more fully develop their movement ideas, with specific movement assignments, and are given feedback by their peers and the instructor. Invaluable Resource Dance Composition Basics, Second Edition, is an invaluable resource for dancers of all styles, from ballet to modern jazz, as it introduces them to some of the compositional structures used by professional choreographers. Through the carefully designed lessons in the book and the expert examples on the video clips, students can use this resource to take their first confident and exhilarating steps into the craft of choreography.
Publisher: Human Kinetics
ISBN: 1492571261
Category : Performing Arts
Languages : en
Pages : 177
Book Description
If the saying “To be the best, you must learn from the best” holds true, then this book is gold for all aspiring dancers. Dance Composition Basics, Second Edition, doesn’t just feature the works and brilliance of dance and choreographic legends Alonzo King and Dwight Rhoden—it is completely based on the choreographic operations and forms in three of their original works: Chants and Dreamer by King and Verge by Rhoden. All compositional exercises in the book are based on those three works, and the book itself is expertly crafted by Pamela Anderson Sofras, who has 34 years of experience teaching dance at the university level. Dance Composition Basics, designed for beginning dance composition courses, introduces dancers to choreography through a series of problem-solving activities. The activities are starting points for novice dancers to embark on their own attempts at choreography. Useful Tools The book offers several useful tools for instructors: 27 lesson plans that draw from and highlight selected portions of original compositions by King and Rhoden 33 reproducible assessment and self-evaluation forms An instructor guide that includes a sample course syllabus plus written exams for each chapter PowerPoint presentations to guide students through each lesson A web resource featuring online videos that are closely tied to the lesson plans and provide a richer learning experience for students; students can access this resource inside or outside of class Highly Valuable Video Resource The videos give students access to Alonzo King and Dwight Rhoden, highly successful and respected choreographers, who share their processes and techniques. Many video clips show the choreographers working on the same movement concepts featured in the corresponding lesson. Students will see the choreographers in action with professional dancers as they develop the movement material for each dance. Because students get to see the choreographers and dancers struggling with the same creative concepts they have been assigned, these clips add tremendous value to Dance Composition. Book and Web Resource Organization The text is split into five chapters, each of which features several lessons based on that chapter’s choreographic concept. Each lesson contains the following: An introductory statement and a vocabulary list A warm-up to prepare the body and focus the mind Structured improvisations that help dancers understand the movement concepts of the lesson Problem-solving activities that allow dancers to apply the concepts presented in the improvisations Discussion questions to engage dancers and promote understanding Assessment rubrics to guide evaluation of each dancer’s learning At the end of the book, a glossary provides definitions for the vocabulary terms introduced in the chapters. The main menu of the web resource corresponds with the five chapters in the book. To guide students’ use of the videos, icons have been placed throughout the book, referring readers to additional information in the web resource. Reviewing the videos will provide further insight into the choreographic assignment. The web resource also contains all the discussion questions, assessments, and evaluations found in the book. Instructors can distribute these to students electronically or print them out. Instructors can also adapt the forms to meet their specific needs. The Learning Process Dance Composition takes students through a systematic learning process: reading about a concept, discussing the concept, seeing the concept played out on video with professional choreographers and dancers, and exploring the concept through their own movement ideas. Through this process, which includes structured improvisations, students discover a movement vocabulary and original dance phrases. They then more fully develop their movement ideas, with specific movement assignments, and are given feedback by their peers and the instructor. Invaluable Resource Dance Composition Basics, Second Edition, is an invaluable resource for dancers of all styles, from ballet to modern jazz, as it introduces them to some of the compositional structures used by professional choreographers. Through the carefully designed lessons in the book and the expert examples on the video clips, students can use this resource to take their first confident and exhilarating steps into the craft of choreography.
R for Data Science
Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910364
Category : Computers
Languages : en
Pages : 521
Book Description
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910364
Category : Computers
Languages : en
Pages : 521
Book Description
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Forecasting: principles and practice
Author: Rob J Hyndman
Publisher: OTexts
ISBN: 0987507117
Category : Business & Economics
Languages : en
Pages : 380
Book Description
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Publisher: OTexts
ISBN: 0987507117
Category : Business & Economics
Languages : en
Pages : 380
Book Description
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.