Author: Barbara Oakley, PhD
Publisher: Penguin
ISBN: 052550446X
Category : Juvenile Nonfiction
Languages : en
Pages : 258
Book Description
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.
Learning How to Learn
Author: Barbara Oakley, PhD
Publisher: Penguin
ISBN: 052550446X
Category : Juvenile Nonfiction
Languages : en
Pages : 258
Book Description
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.
Publisher: Penguin
ISBN: 052550446X
Category : Juvenile Nonfiction
Languages : en
Pages : 258
Book Description
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.
The First 20 Hours
Author: Josh Kaufman
Publisher: Penguin
ISBN: 1101623047
Category : Self-Help
Languages : en
Pages : 290
Book Description
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.
Publisher: Penguin
ISBN: 1101623047
Category : Self-Help
Languages : en
Pages : 290
Book Description
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.
Turn to Learn Watch Me Grow!: a Book of Life Cycles (Scholastic Early Learners)
Author: Scholastic
Publisher: Cartwheel Books
ISBN: 9781338255942
Category : Animal life cycles
Languages : en
Pages : 0
Book Description
Turn the wheels on each page to learn all about how animals grow.
Publisher: Cartwheel Books
ISBN: 9781338255942
Category : Animal life cycles
Languages : en
Pages : 0
Book Description
Turn the wheels on each page to learn all about how animals grow.
The Guitarist's Scale Book
Author: Peter Vogl
Publisher: Watch & Learn
ISBN: 9781893907447
Category : Music
Languages : en
Pages : 88
Book Description
A complete scale encyclopedia for guitar with over 400 scales and modes. It contains scale diagrams with notation and tablature for each scale and tips on how and when to use each scale. Our ScaleFinder System, using icons and letters, makes scale finding easy. It also contains outside jazz scales, exotic scales, Peter's own CrossStringing scales, and easy to understand explanation of scales and modes. This is the only scale book you'll ever need.
Publisher: Watch & Learn
ISBN: 9781893907447
Category : Music
Languages : en
Pages : 88
Book Description
A complete scale encyclopedia for guitar with over 400 scales and modes. It contains scale diagrams with notation and tablature for each scale and tips on how and when to use each scale. Our ScaleFinder System, using icons and letters, makes scale finding easy. It also contains outside jazz scales, exotic scales, Peter's own CrossStringing scales, and easy to understand explanation of scales and modes. This is the only scale book you'll ever need.
Watch & Learn
Author: Tom Hickmore
Publisher:
ISBN: 9781739930004
Category :
Languages : en
Pages : 160
Book Description
Everything you need to know to produce great video drama for learning, in one short volume. The learning sector produces a good deal of video drama, but its knowledge of the form is patchy. As a result, video drama for learning does not have the best reputation. Watch and Learn sets out to change this. Award-winning British veteran of learning and development drama Tom Hickmore, has distilled his many years of experience and study to produce this concise reference aimed at people in the frontline of L&D. The book builds on the understanding that drama's principal use in the workplace is to address the overlap of public and private. We all bring our feelings to work, and they need to be managed. Whether we are talking about compliance, where behaviour is a key factor, diversity issues, where we need to promote understanding, or managing people who work in emotionally challenging situations such as healthcare, drama is a powerful tool. Drama can bring these areas of conflict to life in an adult way, stimulating critical thinking and discussion. Watch & Learn delivers everything you need to design excellent learning drama. Beginning with high level insight into how drama works, it goes on to explain all the fundamental dramatic techniques - from story structure to dialogue and gives an understanding of the cost factors at play. With drama the most expensive form of video, knowledge of how to design cost-effectively is paramount. Watch & Learn also includes a chapter on one of the most challenging forms of learning drama, the interactive branching scenario. Techniques are discussed in the context of the main challenge of the form - the balance between emotional and intellectual engagement. The book also includes a review of the relevant learning theory and research, plus real-world case studies. Each chapter is summarised in a list of learning points, making the book a flexible tool that's easy to use. The book is supported by the author's free online videos including the series What Can TV Teach L&D? Whether you are a learning designer who wishes to raise their game or an L&D head who wants to know just what drama can do for you, this book will help.
Publisher:
ISBN: 9781739930004
Category :
Languages : en
Pages : 160
Book Description
Everything you need to know to produce great video drama for learning, in one short volume. The learning sector produces a good deal of video drama, but its knowledge of the form is patchy. As a result, video drama for learning does not have the best reputation. Watch and Learn sets out to change this. Award-winning British veteran of learning and development drama Tom Hickmore, has distilled his many years of experience and study to produce this concise reference aimed at people in the frontline of L&D. The book builds on the understanding that drama's principal use in the workplace is to address the overlap of public and private. We all bring our feelings to work, and they need to be managed. Whether we are talking about compliance, where behaviour is a key factor, diversity issues, where we need to promote understanding, or managing people who work in emotionally challenging situations such as healthcare, drama is a powerful tool. Drama can bring these areas of conflict to life in an adult way, stimulating critical thinking and discussion. Watch & Learn delivers everything you need to design excellent learning drama. Beginning with high level insight into how drama works, it goes on to explain all the fundamental dramatic techniques - from story structure to dialogue and gives an understanding of the cost factors at play. With drama the most expensive form of video, knowledge of how to design cost-effectively is paramount. Watch & Learn also includes a chapter on one of the most challenging forms of learning drama, the interactive branching scenario. Techniques are discussed in the context of the main challenge of the form - the balance between emotional and intellectual engagement. The book also includes a review of the relevant learning theory and research, plus real-world case studies. Each chapter is summarised in a list of learning points, making the book a flexible tool that's easy to use. The book is supported by the author's free online videos including the series What Can TV Teach L&D? Whether you are a learning designer who wishes to raise their game or an L&D head who wants to know just what drama can do for you, this book will help.
Virtual Training
Author: Jeb Blount
Publisher: John Wiley & Sons
ISBN: 1119755832
Category : Business & Economics
Languages : en
Pages : 279
Book Description
Remote learning has been around since the 18th century. Caleb Phillips began advertising correspondence courses in the Boston Gazette in 1728 allowing people, for the first time, to learn new skills no matter where they lived. For the past 300 years, virtual training, in its various formats, has been meandering into shore on an inevitable yet slow building tide. And then, just like that, everything changed. A global pandemic. Social distancing. Working from home. In an instant, the tide became a tsunami. The global pandemic accelerated the broad adoption of virtual instructor led training along with awareness that classroom-based training is often expensive, inefficient, and fails to deliver a fair return on investment. While it is certainly more challenging to re-create the collaborative environment of the physical classroom in a virtual setting, virtual training combines the structure, accountability, and social learning benefits of classroom training with speed, agility, and significant cost savings. Simply put, virtual training enables organizations to rapidly upskill more people, while generating a far higher return on the training investment. Virtual training is also green. Studies indicate that virtual training consumes nearly 90% less energy and produces 85% fewer CO2 emissions than classroom training. Still, the biggest challenge with virtual training, and the reason there has been so much resistance to it, is historically the experience has been excruciating. Not the quality of the curriculum or content. Not the talent of the trainer. The learning experience. There are few people who haven’t had the pleasure of sitting through agonizing virtual training sessions. Death by voice over PowerPoint, delivered by a disengaged instructor, has an especially bitter flavor. It is the way virtual training is delivered that matters most. When the virtual learning experience is emotionally positive: Participants are more engaged, embrace new competencies, and knowledge sticks Participants are more likely to show up to class and be open to future virtual training Trainers enjoy their work and gain fulfillment from making an impact Leaders book more virtual training Organizations more readily blend and integrate virtual training into learning & development initiatives This is exactly what this book is about. Virtual Training is the definitive guide to delivering virtual training that engages learners and makes new skills and behavioral changes stick. Jeb Blount, one of the most celebrated trainers and authors of our generation, walks you step-by-step through the seven elements of effective, engaging virtual learning experiences. Trainer Mindset & Emotional Discipline Production & Technology Media & Visuals Virtual Curriculum & Instructional Design Planning & Preparation Virtual Communication Skills Dynamic & Interactive Training Delivery As you dive into these powerful insights, and with each new chapter, you’ll gain greater and greater confidence in your ability to effectively deliver training in a virtual classroom. Once you master virtual training delivery and experience the power of remote learning, you may never want to go back to the physical classroom again.
Publisher: John Wiley & Sons
ISBN: 1119755832
Category : Business & Economics
Languages : en
Pages : 279
Book Description
Remote learning has been around since the 18th century. Caleb Phillips began advertising correspondence courses in the Boston Gazette in 1728 allowing people, for the first time, to learn new skills no matter where they lived. For the past 300 years, virtual training, in its various formats, has been meandering into shore on an inevitable yet slow building tide. And then, just like that, everything changed. A global pandemic. Social distancing. Working from home. In an instant, the tide became a tsunami. The global pandemic accelerated the broad adoption of virtual instructor led training along with awareness that classroom-based training is often expensive, inefficient, and fails to deliver a fair return on investment. While it is certainly more challenging to re-create the collaborative environment of the physical classroom in a virtual setting, virtual training combines the structure, accountability, and social learning benefits of classroom training with speed, agility, and significant cost savings. Simply put, virtual training enables organizations to rapidly upskill more people, while generating a far higher return on the training investment. Virtual training is also green. Studies indicate that virtual training consumes nearly 90% less energy and produces 85% fewer CO2 emissions than classroom training. Still, the biggest challenge with virtual training, and the reason there has been so much resistance to it, is historically the experience has been excruciating. Not the quality of the curriculum or content. Not the talent of the trainer. The learning experience. There are few people who haven’t had the pleasure of sitting through agonizing virtual training sessions. Death by voice over PowerPoint, delivered by a disengaged instructor, has an especially bitter flavor. It is the way virtual training is delivered that matters most. When the virtual learning experience is emotionally positive: Participants are more engaged, embrace new competencies, and knowledge sticks Participants are more likely to show up to class and be open to future virtual training Trainers enjoy their work and gain fulfillment from making an impact Leaders book more virtual training Organizations more readily blend and integrate virtual training into learning & development initiatives This is exactly what this book is about. Virtual Training is the definitive guide to delivering virtual training that engages learners and makes new skills and behavioral changes stick. Jeb Blount, one of the most celebrated trainers and authors of our generation, walks you step-by-step through the seven elements of effective, engaging virtual learning experiences. Trainer Mindset & Emotional Discipline Production & Technology Media & Visuals Virtual Curriculum & Instructional Design Planning & Preparation Virtual Communication Skills Dynamic & Interactive Training Delivery As you dive into these powerful insights, and with each new chapter, you’ll gain greater and greater confidence in your ability to effectively deliver training in a virtual classroom. Once you master virtual training delivery and experience the power of remote learning, you may never want to go back to the physical classroom again.
How We Learn
Author: Stanislas Dehaene
Publisher: Penguin
ISBN: 0525559906
Category : Science
Languages : en
Pages : 369
Book Description
“There are words that are so familiar they obscure rather than illuminate the thing they mean, and ‘learning’ is such a word. It seems so ordinary, everyone does it. Actually it’s more of a black box, which Dehaene cracks open to reveal the awesome secrets within.”--The New York Times Book Review An illuminating dive into the latest science on our brain's remarkable learning abilities and the potential of the machines we program to imitate them The human brain is an extraordinary learning machine. Its ability to reprogram itself is unparalleled, and it remains the best source of inspiration for recent developments in artificial intelligence. But how do we learn? What innate biological foundations underlie our ability to acquire new information, and what principles modulate their efficiency? In How We Learn, Stanislas Dehaene finds the boundary of computer science, neurobiology, and cognitive psychology to explain how learning really works and how to make the best use of the brain’s learning algorithms in our schools and universities, as well as in everyday life and at any age.
Publisher: Penguin
ISBN: 0525559906
Category : Science
Languages : en
Pages : 369
Book Description
“There are words that are so familiar they obscure rather than illuminate the thing they mean, and ‘learning’ is such a word. It seems so ordinary, everyone does it. Actually it’s more of a black box, which Dehaene cracks open to reveal the awesome secrets within.”--The New York Times Book Review An illuminating dive into the latest science on our brain's remarkable learning abilities and the potential of the machines we program to imitate them The human brain is an extraordinary learning machine. Its ability to reprogram itself is unparalleled, and it remains the best source of inspiration for recent developments in artificial intelligence. But how do we learn? What innate biological foundations underlie our ability to acquire new information, and what principles modulate their efficiency? In How We Learn, Stanislas Dehaene finds the boundary of computer science, neurobiology, and cognitive psychology to explain how learning really works and how to make the best use of the brain’s learning algorithms in our schools and universities, as well as in everyday life and at any age.
How We Learn
Author: Benedict Carey
Publisher: Pan Macmillan
ISBN: 0230767788
Category : Psychology
Languages : en
Pages : 271
Book Description
From an early age, we are told that restlessness, distraction, and ignorance are the enemies of success. Learning is all self-discipline, so we must confine ourselves to designated study areas, turn off the music, and maintain a strict ritual. But what if almost everything we were told about learning is wrong? And what if there was a way to achieve more with less effort? Here, award-winning science reporter Benedict Carey sifts through decades of education research to uncover the truth about how our brains absorb and retain information. What he discovers is that, from the moment we are born, we all learn quickly, efficiently, and automatically; but in our zeal to systematize the process we have ignored valuable, naturally enjoyable learning tools like forgetting, sleeping, and daydreaming. Is a dedicated desk in a quiet room really the best way to study? Can altering your routine improve your recall? Are there times when distraction is good? Is repetition necessary? Carey's search for answers to these questions yields a wealth of strategies that make learning more a part of our everyday lives--and less of a chore.--From publisher description.
Publisher: Pan Macmillan
ISBN: 0230767788
Category : Psychology
Languages : en
Pages : 271
Book Description
From an early age, we are told that restlessness, distraction, and ignorance are the enemies of success. Learning is all self-discipline, so we must confine ourselves to designated study areas, turn off the music, and maintain a strict ritual. But what if almost everything we were told about learning is wrong? And what if there was a way to achieve more with less effort? Here, award-winning science reporter Benedict Carey sifts through decades of education research to uncover the truth about how our brains absorb and retain information. What he discovers is that, from the moment we are born, we all learn quickly, efficiently, and automatically; but in our zeal to systematize the process we have ignored valuable, naturally enjoyable learning tools like forgetting, sleeping, and daydreaming. Is a dedicated desk in a quiet room really the best way to study? Can altering your routine improve your recall? Are there times when distraction is good? Is repetition necessary? Carey's search for answers to these questions yields a wealth of strategies that make learning more a part of our everyday lives--and less of a chore.--From publisher description.
Grokking Deep Learning
Author: Andrew W. Trask
Publisher: Simon and Schuster
ISBN: 163835720X
Category : Computers
Languages : en
Pages : 492
Book Description
Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advancements possible thanks to deep learning. About the Book Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you'll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare! When you're done, you'll be fully prepared to move on to mastering deep learning frameworks. What's inside The science behind deep learning Building and training your own neural networks Privacy concepts, including federated learning Tips for continuing your pursuit of deep learning About the Reader For readers with high school-level math and intermediate programming skills. About the Author Andrew Trask is a PhD student at Oxford University and a research scientist at DeepMind. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning, where he trained the world's largest artificial neural network and helped guide the analytics roadmap for the Synthesys cognitive computing platform. Table of Contents Introducing deep learning: why you should learn it Fundamental concepts: how do machines learn? Introduction to neural prediction: forward propagation Introduction to neural learning: gradient descent Learning multiple weights at a time: generalizing gradient descent Building your first deep neural network: introduction to backpropagation How to picture neural networks: in your head and on paper Learning signal and ignoring noise:introduction to regularization and batching Modeling probabilities and nonlinearities: activation functions Neural learning about edges and corners: intro to convolutional neural networks Neural networks that understand language: king - man + woman == ? Neural networks that write like Shakespeare: recurrent layers for variable-length data Introducing automatic optimization: let's build a deep learning framework Learning to write like Shakespeare: long short-term memory Deep learning on unseen data: introducing federated learning Where to go from here: a brief guide
Publisher: Simon and Schuster
ISBN: 163835720X
Category : Computers
Languages : en
Pages : 492
Book Description
Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advancements possible thanks to deep learning. About the Book Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you'll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare! When you're done, you'll be fully prepared to move on to mastering deep learning frameworks. What's inside The science behind deep learning Building and training your own neural networks Privacy concepts, including federated learning Tips for continuing your pursuit of deep learning About the Reader For readers with high school-level math and intermediate programming skills. About the Author Andrew Trask is a PhD student at Oxford University and a research scientist at DeepMind. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning, where he trained the world's largest artificial neural network and helped guide the analytics roadmap for the Synthesys cognitive computing platform. Table of Contents Introducing deep learning: why you should learn it Fundamental concepts: how do machines learn? Introduction to neural prediction: forward propagation Introduction to neural learning: gradient descent Learning multiple weights at a time: generalizing gradient descent Building your first deep neural network: introduction to backpropagation How to picture neural networks: in your head and on paper Learning signal and ignoring noise:introduction to regularization and batching Modeling probabilities and nonlinearities: activation functions Neural learning about edges and corners: intro to convolutional neural networks Neural networks that understand language: king - man + woman == ? Neural networks that write like Shakespeare: recurrent layers for variable-length data Introducing automatic optimization: let's build a deep learning framework Learning to write like Shakespeare: long short-term memory Deep learning on unseen data: introducing federated learning Where to go from here: a brief guide
The Mindup Curriculum - Grades Prek-2
Author: Hawn Foundation
Publisher: Scholastic Teaching Resources
ISBN: 9780545267120
Category : Education
Languages : en
Pages : 160
Book Description
A comprehensive guide to helping all learners focus and reach their potential through brain-centered management and teaching strategies! Includes a full-color, innovative teaching poster with fascinating facts about the brain!
Publisher: Scholastic Teaching Resources
ISBN: 9780545267120
Category : Education
Languages : en
Pages : 160
Book Description
A comprehensive guide to helping all learners focus and reach their potential through brain-centered management and teaching strategies! Includes a full-color, innovative teaching poster with fascinating facts about the brain!