Fans pick 100 books like Understanding How We Learn

By Yana Weinstein, Megan Sumeracki, Oliver Caviglioli

Here are 100 books that Understanding How We Learn fans have personally recommended if you like Understanding How We Learn. Shepherd is a community of 12,000+ authors and super readers sharing their favorite books with the world.

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Book cover of Getting Things Done: The Art of Stress-Free Productivity

Sage Rountree Author Of The Athlete's Guide to Recovery: Rest, Relax, and Restore for Peak Performance

From my list on books for athletes who want to up their game.

Why am I passionate about this?

Though I’ve coached endurance athletes to world championships, I’m an expert on not working out. It’s what you do when you’re not training that matters most! All the books on this list teach habits that help you relax about things that don’t matter while guiding you to define what does matter and explaining ways to most efficiently focus your energies there. This jibes with my work as a yoga teacher: we seek to find the right application of effort, and to layer in ease wherever possible. I don’t think it’s stretching too much to call each book on the list both a work of philosophy and also a deeply practical life manual.

Sage's book list on books for athletes who want to up their game

Sage Rountree Why did Sage love this book?

I think about this book every day, even though it was written almost 25 years ago, and the edition I read explained how to manage your paper file folders! (One of my most-used apps, the to-do manager Things, is built on this system.)

I love how much time this book has saved me as I juggle running several businesses, staying active in my hobbies, and running a household. Allen’s approach to capturing your ideas and then deciding how to organize them so that you can keep track of what needs your attention is both simple and really profound.

For athletes who need to be as efficient as possible to reserve time and energy for training, this book is a lifesaver.

By David Allen,

Why should I read it?

8 authors picked Getting Things Done as one of their favorite books, and they share why you should read it.

What is this book about?

The book Lifehack calls "The Bible of business and personal productivity."

"A completely revised and updated edition of the blockbuster bestseller from 'the personal productivity guru'"-Fast Company

Since it was first published almost fifteen years ago, David Allen's Getting Things Done has become one of the most influential business books of its era, and the ultimate book on personal organization. "GTD" is now shorthand for an entire way of approaching professional and personal tasks, and has spawned an entire culture of websites, organizational tools, seminars, and offshoots.

Allen has rewritten the book from start to finish, tweaking his classic text…


Book cover of How to Read and Do Proofs

Lara Alcock Author Of How to Study as a Mathematics Major

From my list on studying undergraduate mathematics.

Why am I passionate about this?

I am a Reader in the Mathematics Education Centre at Loughborough University in the UK. I have always loved mathematics and, when I became a PhD student and started teaching, I realized that how people think about mathematics is fascinating too. I am particularly interested in demystifying the transition to proof-based undergraduate mathematics. I believe that much of effective learning is not about inherent genius but about understanding how theoretical mathematics works and what research tells us about good study strategies. That is what these books, collectively, are about.

Lara's book list on studying undergraduate mathematics

Lara Alcock Why did Lara love this book?

This book provides a systematic account of how to understand and structure mathematical proofs. Its approach is almost entirely syntactic, which is the opposite of how I naturally think – I tend to generate arguments based on examples, diagrams, and conceptual understanding. But that difference, for me, is precisely what makes this book so valuable. Solow gives a no-nonsense, practical, almost algorithmic approach to interpreting logical language and to tackling the associated reasoning. His book thereby provides the best answer I know of to the “How do I start?” problem so often encountered when students begin constructing proofs.  

By Daniel Solow,

Why should I read it?

1 author picked How to Read and Do Proofs as one of their favorite books, and they share why you should read it.

What is this book about?

This text makes a great supplement and provides a systematic approach for teaching undergraduate and graduate students how to read, understand, think about, and do proofs. The approach is to categorize, identify, and explain (at the student's level) the various techniques that are used repeatedly in all proofs, regardless of the subject in which the proofs arise. How to Read and Do Proofs also explains when each technique is likely to be used, based on certain key words that appear in the problem under consideration. Doing so enables students to choose a technique consciously, based on the form of the…


Book cover of How to Think Like a Mathematician

Lara Alcock Author Of How to Study as a Mathematics Major

From my list on studying undergraduate mathematics.

Why am I passionate about this?

I am a Reader in the Mathematics Education Centre at Loughborough University in the UK. I have always loved mathematics and, when I became a PhD student and started teaching, I realized that how people think about mathematics is fascinating too. I am particularly interested in demystifying the transition to proof-based undergraduate mathematics. I believe that much of effective learning is not about inherent genius but about understanding how theoretical mathematics works and what research tells us about good study strategies. That is what these books, collectively, are about.

Lara's book list on studying undergraduate mathematics

Lara Alcock Why did Lara love this book?

Many undergraduate mathematics books – even those aimed at new students – are dense, technical, and difficult to read at any sort of speed. This is a natural feature of books in a deductive science, but it can be very discouraging, even for dedicated students. Houston’s book covers many ideas useful at the transition to proof-based mathematics, and he has worked extensively and attentively with students at that stage. Consequently, his book maintains high mathematical integrity and has lots of useful exercises while also being an unusually friendly read.

By Kevin Houston,

Why should I read it?

1 author picked How to Think Like a Mathematician as one of their favorite books, and they share why you should read it.

What is this book about?

Looking for a head start in your undergraduate degree in mathematics? Maybe you've already started your degree and feel bewildered by the subject you previously loved? Don't panic! This friendly companion will ease your transition to real mathematical thinking. Working through the book you will develop an arsenal of techniques to help you unlock the meaning of definitions, theorems and proofs, solve problems, and write mathematics effectively. All the major methods of proof - direct method, cases, induction, contradiction and contrapositive - are featured. Concrete examples are used throughout, and you'll get plenty of practice on topics common to many…


Book cover of Mathematical Writing

Lara Alcock Author Of How to Study as a Mathematics Major

From my list on studying undergraduate mathematics.

Why am I passionate about this?

I am a Reader in the Mathematics Education Centre at Loughborough University in the UK. I have always loved mathematics and, when I became a PhD student and started teaching, I realized that how people think about mathematics is fascinating too. I am particularly interested in demystifying the transition to proof-based undergraduate mathematics. I believe that much of effective learning is not about inherent genius but about understanding how theoretical mathematics works and what research tells us about good study strategies. That is what these books, collectively, are about.

Lara's book list on studying undergraduate mathematics

Lara Alcock Why did Lara love this book?

Mathematics requires accurate calculation, and students sometimes think that getting the right answer is enough. But mathematics is also about valid logical arguments, and the demand for clear communication increases through an undergraduate degree. Students, therefore, need to learn to write professionally, with attention to general issues like good grammar, and mathematics-specific issues like accuracy in notation, precision in logical language, and structure in extended arguments. Vivaldi’s book has a great many examples and exercises, and students could benefit from studying it systematically or from dipping into it occasionally and reflecting on small ways to improve.

By Franco Vivaldi,

Why should I read it?

1 author picked Mathematical Writing as one of their favorite books, and they share why you should read it.

What is this book about?

This book teaches the art of writing mathematics, an essential -and difficult- skill for any mathematics student.

The book begins with an informal introduction on basic writing principles and a review of the essential dictionary for mathematics. Writing techniques are developed gradually, from the small to the large: words, phrases, sentences, paragraphs, to end with short compositions. These may represent the introduction of a concept, the abstract of a presentation or the proof of a theorem. Along the way the student will learn how to establish a coherent notation, mix words and symbols effectively, write neat formulae, and structure a…


Book cover of Why Don't Students Like School?: A Cognitive Scientist Answers Questions About How the Mind Works and What It Means for the Classroom

Scott Young Author Of Ultralearning: Master Hard Skills, Outsmart the Competition, and Accelerate Your Career

From my list on becoming a more effective learner.

Why am I passionate about this?

I'm a writer, programmer, traveler and avid reader of interesting things. For the last ten years I've been experimenting to find out how to learn and think better. I don't promise I have all the answers, just a place to start. 

Scott's book list on becoming a more effective learner

Scott Young Why did Scott love this book?

Harvard-educated cognitive scientist Daniel Willingham is one of the foremost experts in educational psychology. While the title of this book may not sound so appealing, it’s really a tight summary of some of the most important principles of psychology to learning more effectively. Willingham’s blog and other books are also excellent resources for someone who wants to understand how to learn well.

By Daniel Willingham,

Why should I read it?

1 author picked Why Don't Students Like School? as one of their favorite books, and they share why you should read it.

What is this book about?

Easy-to-apply, scientifically-based approaches for engaging students in the classroomCognitive scientist Dan Willingham focuses his acclaimed research on the biological and cognitive basis of learning. His book will help teachers improve their practice by explaining how they and their students think and learn. It reveals-the importance of story, emotion, memory, context, and routine in building knowledge and creating lasting learning experiences. * Nine, easy-to-understand principles with clear applications for the classroom * Includes surprising findings, such as that intelligence is malleable, and that you cannot develop "thinking skills" without facts * How an understanding of the brain's workings can help teachers…


Book cover of Y Is for Yet: A Growth Mindset Alphabet

Cindy Williams Schrauben Author Of This Could Be You: Be Brave Be True Believe Be You

From my list on picture books for growth mindset.

Why am I passionate about this?

As a parent, a former educator, and a children’s museum administrator, my passions have always centered around children and encouraging them to believe in themselves. I wrote my book to empower my own grandchildren with a growth mindset, which, in simple terms, means to believe in our own abilities, accept challenges, learn from our mistakes, and persevere. It is the belief that our abilities and talents are malleable as opposed to the view that we are either good at something or we are not. Adapting a growth mindset has been valuable in my own life, as well – it’s not just for kids. Please take a look at these books to give yourself and the kids in your life a healthy new perspective.

Cindy's book list on picture books for growth mindset

Cindy Williams Schrauben Why did Cindy love this book?

I love Y IS FOR YET for its vivid illustrations and the easy, matter-of-fact way it depicts children exhibiting a growth mindset. This book allows EVERY child to see themselves on the pages. The format also makes it simple for adults to encourage a growth mindset in their everyday lives.

By Shannon Anderson, Jake Souva (illustrator),

Why should I read it?

1 author picked Y Is for Yet as one of their favorite books, and they share why you should read it. This book is for kids age 4, 5, 6, and 7.

What is this book about?

Kids learn how to adopt a growth mindset through the familiar structure of the ABCs. Mistakes arena t just mistakes. Theya re growth spurts. Developing a growth mindseta a belief that learning is a process that requires dedication and hard work, not just talenta helps kids learn from their mistakes, build resilience, and strive to be a little better every day. Not your typical alphabet book, Y Is for Yet uses the ABCs as an accessible framework to introduce growth mindset and all its possibilities. From A to Z, or Ability to Zany, kids learn new vocabulary that expands their…


Book cover of The Scientist in the Crib: What Early Learning Tells Us about the Mind

Sanjay Sarma Author Of Grasp: The Science Transforming How We Learn

From my list on helping us reimagine what education could be.

Why am I passionate about this?

I'm passionate about understanding and fixing how we teach and learn for a simple reason: My own journey as a learner was very nearly cut short. While attending one of the most competitive universities in India, I witnessed firsthand what can happen when a once-promising student runs into learning roadblocks. I nearly gave up on my academic career, only to be saved by—of all things—a hands-on, corporate training program. As I moved back into academia, it became my goal, first as an educator and later as MIT’s Vice President for Open Learning, to empower how we teach and learn with findings from cutting-edge research. And to avail these possibilities to as many learners as possible. 

Sanjay's book list on helping us reimagine what education could be

Sanjay Sarma Why did Sanjay love this book?

It’s impossible, as a parent, not to marvel at the miracle of learning that occurs in very young children. Indeed, parents have experienced this sense of awe for time immemorial, and some have gone so far as to venture explanations for how it works. John Dewey, the American philosopher and psychologist, argued at the dawn of the twentieth century that children are like young scientists as they go about their day, subtly testing the things and people around them to see how they work. We now know, in no small part due to the work of researchers including The Scientist in the Crib author Alison Gopnik, that Dewey was right. Children are compelled to experiment; what’s more, they make the most of the limited data they produce with a powerful logic invisible to the untrained eye. Parents—but also anyone with a sense of wonder—will find answers to deep mysteries in…

By Alison Gopnik, Patricia K. Kuhl, Andrew N. Meltzoff

Why should I read it?

4 authors picked The Scientist in the Crib as one of their favorite books, and they share why you should read it.

What is this book about?

This exciting book by three pioneers in the new field of cognitive science discusses important discoveries about how much babies and young children know and learn, and how much parents naturally teach them. It argues that evolution designed us both to teach and learn, and that the drive to learn is our most important instinct. It also reveals as fascinating insights about our adult capacities and how even young children -- as well as adults -- use some of the same methods that allow scientists to learn so much about the world. Filled with surprise at every turn, this vivid,…


Book cover of The Process of Education

Howard Gardner Author Of The Essential Howard Gardner on Education

From my list on educating for the future.

Why am I passionate about this?

I always assumed that one day I would become a teacher. Yet, it was only by a circuitous route that I ended up focusing on education, taught at a Graduate School of Education, and was a founding member of Project Zero, a major education research center. In my book, I present the major ideas and programs with which I’ve been involved. (In a companion volume I present my “essential writings” on the Mind). While I am best known for developing the “theory of multiple intelligences,” I believe that this book provides a full portrait of my contributions.

Howard's book list on educating for the future

Howard Gardner Why did Howard love this book?

When I met Jerry Bruner in the summer of 1965, I had expected to become a clinical psychologist or perhaps a psychoanalyst. However, the chance to work as a research assistant for Bruner as he was developing a social studies curriculum for middle schools was transformative: I decided to become a cognitively oriented developmental psychologist with a focus on the arts.

Both the ideas that Bruner introduced me to and the way in which he interweaved the humanities and social sciences in his writings are never far from my literary consciousness. I am glad that my children had a chance to attend schools where Bruner’s ideas were taken seriously.

By Jerome Bruner,

Why should I read it?

1 author picked The Process of Education as one of their favorite books, and they share why you should read it.

What is this book about?

In this classic argument for curriculum reform in early education, Jerome Bruner shows that the basic concepts of science and the humanities can be grasped intuitively at a very early age. He argues persuasively that curricula should he designed to foster such early intuitions and then build on them in increasingly formal and abstract ways as education progresses.

Bruner's foundational case for the spiral curriculum has influenced a generation of educators and will continue to be a source of insight into the goals and methods of the educational process.


Book cover of Free to Learn: Why Unleashing the Instinct to Play Will Make Our Children Happier, More Self-Reliant, and Better Students for Life

Sara Zaske Author Of Achtung Baby: An American Mom on the German Art of Raising Self-Reliant Children

From my list on raising self-reliant children.

Why am I passionate about this?

I am a writer who lived in Germany for more than six years with my family. That experience opened my eyes to a different way of parenting in a country that had learned hard lessons about too much authoritarian control. It also taught me that much of what we believe is “true” about raising kids is actually cultural—and therefore, can be changed. In addition to my book about raising kids in Germany, Achtung Baby, I’ve written extensively on raising self-reliant kids, including articles in The New York Times, Wall Street Journal, and Time.com among others.

Sara's book list on raising self-reliant children

Sara Zaske Why did Sara love this book?

An evolutionary psychologist, Gray argues that human children, like all mammals, learn best through play. He advocates for a learning process that is kid- and play-driven. Using an innovative school as a model, Gray makes a compelling case for revolutionizing education by putting it in the hands of the kids themselves. Even if you can’t send your child to one of these schools, this book will give you many ideas on how to let your kids take charge of their own academic interests and pursuits which will ultimately help them grow up to take better charge of their own lives and happiness.

By Peter Gray,

Why should I read it?

1 author picked Free to Learn as one of their favorite books, and they share why you should read it.

What is this book about?

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…


Book cover of Learning All the Time

Judy Arnall Author Of Parenting With Patience: Turn frustration into connection with 3 easy steps

From my list on gentle, non-punitive, relationship-building parenting.

Why am I passionate about this?

Judy Arnall, BA, CCFE, DTM is a certified brain and child development specialist and master of non-punitive parenting and education practices. She is the bestselling author of 5 print books translated into 5 languages, including Discipline Without Distress and Parenting With Patience. She has also compiled a handy tips book titled Attachment Parenting Tips Raising Toddlers To Teens. Her latest book, Unschooling To University: Relationships matter most in a world crammed with content, is becoming a bestseller in an age of parents seeking educational options. She is the parent of 5 self-directed educated, attachment parented children of which 3 have already graduated university, 1 is halfway through, and 1 is enjoying a Masters program.

Judy's book list on gentle, non-punitive, relationship-building parenting

Judy Arnall Why did Judy love this book?

Here is another game-changing book that is a few decades old, but has spanned a worldwide movement in the knowledge, research, and growth of self-directed education. This book addresses how children learn everything they need to know through self-directed play, projects, and exploration for grades 1 to 12. It also shows the damaging effects of institutional school, bullying, and how direct teaching can stop a child’s curiosity and creativity needed for 20th-century careers. Children do not need school to learn. Learning is everywhere, anytime, and is available to everyone.

By John Holt,

Why should I read it?

1 author picked Learning All the Time as one of their favorite books, and they share why you should read it.

What is this book about?

The essence of John Holt's insight into learning and small children is captured in Learning All The Time. This delightful book by the influential author of How Children Fail and How Children Learn shows how children learn to read, write, and count in their everyday life at home and how adults can respect and encourage this wonderful process. For human beings, he reminds us, learning is as natural as breathing. John Holt's wit, his gentle wisdom, and his infectious love of little children bring joy to parent and teacher alike.


Book cover of Getting Things Done: The Art of Stress-Free Productivity
Book cover of How to Read and Do Proofs
Book cover of How to Think Like a Mathematician

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