Free To Learn

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Free to Learn

Author : Peter Gray
Publisher : Basic Books
Page : 227 pages
File Size : 51,7 Mb
Release : 2013-03-05
Category : Education
ISBN : 9780465037919

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Free to Learn by Peter Gray Pdf

A leading expert in childhood development makes the case for why self-directed learning -- "unschooling" -- is the best way to get kids to learn. In Free to Learn, developmental psychologist Peter Gray argues that in order to foster children who will thrive in today's constantly changing world, we must entrust them to steer their own learning and development. Drawing on evidence from anthropology, psychology, and history, he demonstrates that free play is the primary means by which children learn to control their lives, solve problems, get along with peers, and become emotionally resilient. A brave, counterintuitive proposal for freeing our children from the shackles of the curiosity-killing institution we call school, Free to Learn suggests that it's time to stop asking what's wrong with our children, and start asking what's wrong with the system. It shows how we can act—both as parents and as members of society—to improve children's lives and to promote their happiness and learning.

Deep Learning

Author : Ian Goodfellow,Yoshua Bengio,Aaron Courville
Publisher : MIT Press
Page : 801 pages
File Size : 43,6 Mb
Release : 2016-11-10
Category : Computers
ISBN : 9780262337373

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Deep Learning by Ian Goodfellow,Yoshua Bengio,Aaron Courville Pdf

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.

Self-Regulation in the Classroom

Author : Richard M. Cash
Publisher : Free Spirit Publishing
Page : 186 pages
File Size : 49,6 Mb
Release : 2016-08-10
Category : Education
ISBN : 9781631980831

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Self-Regulation in the Classroom by Richard M. Cash Pdf

Grit. Determination. Mindset. Self-control. All these terms are attributes of self-regulated learning, which is the ability to manage impulses, stay focused on tasks through completion, and develop a sense of autonomy in learning to achieve academic success. In Self-Regulation in the Classroom, Richard M. Cash translates research and theory into easy-to-implement strategies and ideas you can use to help students—with special needs and without—become self-directed learners, including ways for them to: increase their engagement in learning boost their confidence avoid meaningless distraction develop effective study habits set and achieve goals use failure as a learning tool reflect and relax A foundation for promoting positive behavior and executive function skills, this book can help you meet the needs of all your learners and help them reach their potential in the classroom and in the real world. The teacher and student forms, charts, and lists in the book are downloadable for use in your classroom. Also available is a free study guide to be used in PLCs and book study groups. (more...)

Free to Learn

Author : Pam Laricchia
Publisher : Unknown
Page : 122 pages
File Size : 51,8 Mb
Release : 2012
Category : Alternative education
ISBN : 098773332X

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Free to Learn by Pam Laricchia Pdf

If you're eager to share the wonders of life in the real world with your children, to help them explore a world larger and more exciting than school's four walls and rigid programs can offer, let me share my unschooling experience with you. Thinking about homeschooling? Curious about unschooling? Walk with me as I share the five paradigm-changing ideas about learning and living that freed my family from the school schedule. With over ten years of experience, I have come to see how key these ideas were, and still are, to our unschooling lives. With stories, examples, and clear language, Free to Learn explores the depth and potential of unschooling. Learning freely, living joyfully.

Learn You Some Erlang for Great Good!

Author : Fred Hebert
Publisher : No Starch Press
Page : 628 pages
File Size : 50,9 Mb
Release : 2013-01-13
Category : Computers
ISBN : 9781593275044

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Learn You Some Erlang for Great Good! by Fred Hebert Pdf

Erlang is the language of choice for programmers who want to write robust, concurrent applications, but its strange syntax and functional design can intimidate the uninitiated. Luckily, there’s a new weapon in the battle against Erlang-phobia: Learn You Some Erlang for Great Good! Erlang maestro Fred Hébert starts slow and eases you into the basics: You’ll learn about Erlang’s unorthodox syntax, its data structures, its type system (or lack thereof!), and basic functional programming techniques. Once you’ve wrapped your head around the simple stuff, you’ll tackle the real meat-and-potatoes of the language: concurrency, distributed computing, hot code loading, and all the other dark magic that makes Erlang such a hot topic among today’s savvy developers. As you dive into Erlang’s functional fantasy world, you’ll learn about: –Testing your applications with EUnit and Common Test –Building and releasing your applications with the OTP framework –Passing messages, raising errors, and starting/stopping processes over many nodes –Storing and retrieving data using Mnesia and ETS –Network programming with TCP, UDP, and the inet module –The simple joys and potential pitfalls of writing distributed, concurrent applications Packed with lighthearted illustrations and just the right mix of offbeat and practical example programs, Learn You Some Erlang for Great Good! is the perfect entry point into the sometimes-crazy, always-thrilling world of Erlang.

R for Data Science

Author : Hadley Wickham,Garrett Grolemund
Publisher : "O'Reilly Media, Inc."
Page : 521 pages
File Size : 53,8 Mb
Release : 2016-12-12
Category : Computers
ISBN : 9781491910368

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R for Data Science by Hadley Wickham,Garrett Grolemund Pdf

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

Learning How to Learn

Author : Barbara Oakley, PhD,Terrence Sejnowski, PhD,Alistair McConville
Publisher : Penguin
Page : 256 pages
File Size : 55,6 Mb
Release : 2018-08-07
Category : Juvenile Nonfiction
ISBN : 9780525504467

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Learning How to Learn by Barbara Oakley, PhD,Terrence Sejnowski, PhD,Alistair McConville Pdf

A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: • Why sometimes letting your mind wander is an important part of the learning process • How to avoid "rut think" in order to think outside the box • Why having a poor memory can be a good thing • The value of metaphors in developing understanding • A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.

Talent Wants to Be Free

Author : Orly Lobel
Publisher : Yale University Press
Page : 290 pages
File Size : 42,9 Mb
Release : 2013-09-30
Category : Business & Economics
ISBN : 9780300166279

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Talent Wants to Be Free by Orly Lobel Pdf

Presents a set of positive changes in corporate strategies, industry norms, regional policies, and national laws that will incentivize talent flow, creativity, and growth.

Universal Design for Learning

Author : Anne Meyer,David Gordon,David H. Rose
Publisher : CAST Professional Publishing
Page : 234 pages
File Size : 52,9 Mb
Release : 2015-12
Category : Education
ISBN : 1930583540

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Universal Design for Learning by Anne Meyer,David Gordon,David H. Rose Pdf

Anne Meyer and David Rose, who first laid out the principles of UDL, provide an ambitious, engaging discussion of new research and best practices. This book gives the UDL field an essential and authoritative learning resource for the coming years. In the 1990s, Anne Meyer, David Rose, and their colleagues at CAST introduced Universal Design for Learning (UDL) as a framework to improve teaching and learning in the digital age, sparking an international reform movement. Now Meyer and Rose return with Universal Design for Learning: Theory and Practice, an up-to-date multimedia online book (with print and e-book options) that leverages more than a decade of research and implementation. This is the first significant new statement on UDL since 2002, an ambitious, engaging exploration of ideas and best practices that provides the growing UDL field with an essential and authoritative learning resource for the coming years. This new work includes contributions from CAST's research and implementation teams as well as from many of CAST's collaborators in schools, universities, and research settings. Readers are invited to contribute ideas, perspectives, and examples from their own practice in an online community of practice. --

Learn More Now

Author : Marcia L. Conner
Publisher : John Wiley & Sons
Page : 253 pages
File Size : 48,7 Mb
Release : 2004-04-02
Category : Self-Help
ISBN : 9780471517245

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Learn More Now by Marcia L. Conner Pdf

"Leaders at all levels will benefit from Marcia Conner's amazing book of strategies, exercises, and stories to maximize learning. This book is a must for your reading list this year."--Ken Blanchard, Chief Spiritual Officer, Ken Blanchard Companies "A road map to reawakening the natural process of integrating learning into our daily lives."--Kathy O'Driscoll, Human Resources Director, Microsoft "Finally a publication that genuinely respects learner diversity as much as it offers tangible ideas for dealing with it....Marcia L. Conner is a true learning champion."--Gunnar Bruckner, former Chief Learning Officer, United Nations Development Programme We're all born with a vast capacity to explore and learn. Unfortunately, many of us never discover what we're truly capable of. What if you could reclaim your birthright and tap into your full potential for learning? Imagine how much you could accomplish--how much you could become. Here's your chance to find out. Through her innovative learning programs, Marcia Conner has helped thousands of people unleash the power of their intuition to rediscover the joy of learning and to expand their personal and professional productivity. In Learn More Now, she distills her renowned learning solutions into an easy-to-use ten-step program that will help you: * Learn better, smarter, and faster * Identify your learning style and your motivational style * Synthesize your experiences, perspectives, thoughts, and actions * Develop new pathways in your brain to increase your opportunities * Absorb facts on the fly and overcome information overload * Optimize your environment for concentrating and learning Packed with fun, easy-to-do action steps and exercises, Learn More Now will help you discover how to be more focused and aware, work in step with your natural rhythms, be improvisational in your approach, and transform your life into a learning adventure.

Learn You a Haskell for Great Good!

Author : Miran Lipovaca
Publisher : No Starch Press
Page : 881 pages
File Size : 50,6 Mb
Release : 2011-04-15
Category : Computers
ISBN : 9781593272838

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Learn You a Haskell for Great Good! by Miran Lipovaca Pdf

It's all in the name: Learn You a Haskell for Great Good! is a hilarious, illustrated guide to this complex functional language. Packed with the author's original artwork, pop culture references, and most importantly, useful example code, this book teaches functional fundamentals in a way you never thought possible. You'll start with the kid stuff: basic syntax, recursion, types and type classes. Then once you've got the basics down, the real black belt master-class begins: you'll learn to use applicative functors, monads, zippers, and all the other mythical Haskell constructs you've only read about in storybooks. As you work your way through the author's imaginative (and occasionally insane) examples, you'll learn to: –Laugh in the face of side effects as you wield purely functional programming techniques –Use the magic of Haskell's "laziness" to play with infinite sets of data –Organize your programs by creating your own types, type classes, and modules –Use Haskell's elegant input/output system to share the genius of your programs with the outside world Short of eating the author's brain, you will not find a better way to learn this powerful language than reading Learn You a Haskell for Great Good!

Fluent Forever

Author : Gabriel Wyner
Publisher : Harmony
Page : 338 pages
File Size : 55,6 Mb
Release : 2014-08-05
Category : Foreign Language Study
ISBN : 9780385348102

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Fluent Forever by Gabriel Wyner Pdf

NATIONAL BESTSELLER • For anyone who wants to learn a foreign language, this is the method that will finally make the words stick. “A brilliant and thoroughly modern guide to learning new languages.”—Gary Marcus, cognitive psychologist and author of the New York Times bestseller Guitar Zero At thirty years old, Gabriel Wyner speaks six languages fluently. He didn’t learn them in school—who does? Rather, he learned them in the past few years, working on his own and practicing on the subway, using simple techniques and free online resources—and here he wants to show others what he’s discovered. Starting with pronunciation, you’ll learn how to rewire your ears and turn foreign sounds into familiar sounds. You’ll retrain your tongue to produce those sounds accurately, using tricks from opera singers and actors. Next, you’ll begin to tackle words, and connect sounds and spellings to imagery rather than translations, which will enable you to think in a foreign language. And with the help of sophisticated spaced-repetition techniques, you’ll be able to memorize hundreds of words a month in minutes every day. This is brain hacking at its most exciting, taking what we know about neuroscience and linguistics and using it to create the most efficient and enjoyable way to learn a foreign language in the spare minutes of your day.

An Introduction to Statistical Learning

Author : Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani,Jonathan Taylor
Publisher : Springer Nature
Page : 617 pages
File Size : 45,9 Mb
Release : 2023-08-01
Category : Mathematics
ISBN : 9783031387470

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An Introduction to Statistical Learning by Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani,Jonathan Taylor Pdf

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.

Pro JavaScript Design Patterns

Author : Dustin Diaz,Ross Harmes
Publisher : Apress
Page : 282 pages
File Size : 43,6 Mb
Release : 2008-03-11
Category : Computers
ISBN : 9781430204961

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Pro JavaScript Design Patterns by Dustin Diaz,Ross Harmes Pdf

With Pro JavaScript Design Patterns, you’ll start with the basics of object-oriented programming in JavaScript applicable to design patterns, including making JavaScript more expressive, inheritance, encapsulation, information hiding, and more. The book then details how to implement and take advantage of several design patterns in JavaScript. Each chapter is packed with real-world examples of how the design patterns are best used and expert advice on writing better code, as well as what to watch out for. Along the way you’ll discover how to create your own libraries and APIs for even more efficient coding.

The World Book Encyclopedia

Author : Anonim
Publisher : Unknown
Page : 554 pages
File Size : 43,8 Mb
Release : 2002
Category : Encyclopedias and dictionaries
ISBN : UOM:39015051610437

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The World Book Encyclopedia by Anonim Pdf

An encyclopedia designed especially to meet the needs of elementary, junior high, and senior high school students.