Free To Learn

Author : Peter Gray
Publisher : Basic Books
Page : 227 pages
File Size : 51,8 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.

Author : Ian Goodfellow,Yoshua Bengio,Aaron Courville
Publisher : MIT Press
Page : 801 pages
File Size : 41,6 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.

Author : Pam Laricchia
Publisher : Unknown
Page : 122 pages
File Size : 49,8 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.

Author : Carl R. Rogers
Publisher : Unknown
Page : 372 pages
File Size : 50,8 Mb
Release : 1969
Category : Electronic
ISBN : 8210379456XXX

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Freedom to Learn by Carl R. Rogers Pdf

Author : Hadley Wickham,Garrett Grolemund
Publisher : "O'Reilly Media, Inc."
Page : 521 pages
File Size : 49,8 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

Author : Barbara Oakley, PhD,Terrence Sejnowski, PhD,Alistair McConville
Publisher : Penguin
Page : 258 pages
File Size : 42,9 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.

Author : Maurice J. Elias,Steven E. Tobias
Publisher : Free Spirit Publishing
Page : 194 pages
File Size : 47,8 Mb
Release : 2019-01-28
Category : Education
ISBN : 9781631981869

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Boost Emotional Intelligence in Students by Maurice J. Elias,Steven E. Tobias Pdf

Develop emotional intelligence and strengthen social emotional skills in adolescents with this practical, hands-on resource. Helping students develop emotional intelligence (EQ) and social emotional skills is essential to preparing them for success in college, careers, and adult life. This practical resource for educators explains what emotional intelligence is and why it’s important for all students. Boost Emotional Intelligence in Students lays out detailed yet flexible guidelines for teaching fundamental EQ and social emotional skills in an intentional and focused way. The book is split into three modules, which correspond to three main skill areas: Self-awareness and self-management Social awareness and relationship skills Responsible decision-making and problem-solving Each module features ten hands-on, research-based lessons, which are focused on a critical EQ concept and centered around productive and respectful discussion. All lessons are designed to take approximately 35 minutes each but can easily be adapted to meet the specific needs of a school or group as they work to develop emotional intelligence and social emotional skills in their students. Digital content includes reproducible forms to use with students.

Author : Orly Lobel
Publisher : Yale University Press
Page : 290 pages
File Size : 46,9 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.

Author : Kat— Lomb
Publisher : Lulu.com
Page : 220 pages
File Size : 49,9 Mb
Release : 2008-01-01
Category : Language and languages
ISBN : 9781606437063

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Polyglot: How I Learn Languages by Kat— Lomb Pdf

KAT LOMB (1909-2003) was one of the great polyglots of the 20th century. A translator and one of the first simultaneous interpreters in the world, Lomb worked in 16 languages for state and business concerns in her native Hungary. She achieved further fame by writing books on languages, interpreting, and polyglots. Polyglot: How I Learn Languages, first published in 1970, is a collection of anecdotes and reflections on language learning. Because Dr. Lomb learned her languages as an adult, after getting a PhD in chemistry, the methods she used will be of particular interest to adult learners who want to master a foreign language.

Author : Anne Meyer,David Gordon,David H. Rose
Publisher : CAST Professional Publishing
Page : 234 pages
File Size : 41,5 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. --

Author : nobody103,Domagoj Kurmaic
Publisher : Wraithmarked Creative, LLC
Page : 786 pages
File Size : 44,5 Mb
Release : 2021-12-01
Category : Fiction
ISBN : 9781955252096

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Mother of Learning: ARC 1 by nobody103,Domagoj Kurmaic Pdf

Zorian Kazinski has all the time in the world to get stronger, and he plans on taking full advantage of it. A teenage mage of humble birth and slightly above-average skill, Zorian is attending his third year of education at Cyoria's magical academy. A driven and quiet young man, he is consumed by a desire to ensure his own future and free himself of the influence of his family, resenting the Kazinskis for favoring his brothers over him. Consequently, Zorian has no time for pointless distractions, much less other people's problems. As it happens, though, time is something he is about to get plenty of. On the eve of Cyoria's annual summer festival, Zorian is murdered, then abruptly brought back to the beginning of the month, just before he was about to take the train to school. Finding himself trapped in a time loop with no clear end or exit, he will have to look both within and without to unravel the mystery set before him. He does have to unravel it, too, because the loop clearly wasn’t made for his sake, and in a world of magic even a time traveler isn't safe from those who wish him ill. Fortunately for Zorian, repetition is the mother of learning…

Author : Josh Kaufman
Publisher : Penguin
Page : 290 pages
File Size : 49,9 Mb
Release : 2013-06-13
Category : Self-Help
ISBN : 9781101623046

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The First 20 Hours by Josh Kaufman Pdf

Forget the 10,000 hour rule— what if it’s possible to learn the basics of any new skill in 20 hours or less? Take a moment to consider how many things you want to learn to do. What’s on your list? What’s holding you back from getting started? Are you worried about the time and effort it takes to acquire new skills—time you don’t have and effort you can’t spare? Research suggests it takes 10,000 hours to develop a new skill. In this nonstop world when will you ever find that much time and energy? To make matters worse, the early hours of prac­ticing something new are always the most frustrating. That’s why it’s difficult to learn how to speak a new language, play an instrument, hit a golf ball, or shoot great photos. It’s so much easier to watch TV or surf the web . . . In The First 20 Hours, Josh Kaufman offers a systematic approach to rapid skill acquisition— how to learn any new skill as quickly as possible. His method shows you how to deconstruct com­plex skills, maximize productive practice, and remove common learning barriers. By complet­ing just 20 hours of focused, deliberate practice you’ll go from knowing absolutely nothing to performing noticeably well. Kaufman personally field-tested the meth­ods in this book. You’ll have a front row seat as he develops a personal yoga practice, writes his own web-based computer programs, teaches himself to touch type on a nonstandard key­board, explores the oldest and most complex board game in history, picks up the ukulele, and learns how to windsurf. Here are a few of the sim­ple techniques he teaches: Define your target performance level: Fig­ure out what your desired level of skill looks like, what you’re trying to achieve, and what you’ll be able to do when you’re done. The more specific, the better. Deconstruct the skill: Most of the things we think of as skills are actually bundles of smaller subskills. If you break down the subcompo­nents, it’s easier to figure out which ones are most important and practice those first. Eliminate barriers to practice: Removing common distractions and unnecessary effort makes it much easier to sit down and focus on deliberate practice. Create fast feedback loops: Getting accu­rate, real-time information about how well you’re performing during practice makes it much easier to improve. Whether you want to paint a portrait, launch a start-up, fly an airplane, or juggle flaming chain­saws, The First 20 Hours will help you pick up the basics of any skill in record time . . . and have more fun along the way.

Author : Gabriel Wyner
Publisher : Harmony
Page : 352 pages
File Size : 42,6 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.

Author : Miran Lipovaca
Publisher : No Starch Press
Page : 881 pages
File Size : 43,9 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!

Author : Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani,Jonathan Taylor
Publisher : Springer Nature
Page : 617 pages
File Size : 48,6 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.