ISBN: 9781807609672 - matrix multiplication workbook: fill-in-the-blank puzzles to build real intuition by hand (22 Ergebnisse)

Paperback. Zustand: Very Good. If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science. Key Features You work by hand ??, with real numbers You fill in the blanks instead of reading proofs You reason about shapes, rows, columns, and structure step by step You discover the math yourself, rather than being told the rules upfront Book Description?What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality? Yann LeCun, on The Information Bottleneck Podcast Most people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don?t really see what?s happening especially when the shapes change or the multiplication chains get longer. When I began teaching, I realised many students were stuck. They could compute, but they didn?t feel confident. This workbook is a product of that experience. The emphasis here is on doing, not memorizing. You won?t read long proofs. Instead, you?ll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You?ll fill in missing dimensions, intermediate steps, and partial results not just final answers. The goal isn?t just to get answers. It?s to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it. By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It?s meant to be written in. Use a pencil. Work slowly. Make mistakes. That?s how you learn.What you will learn Multiply matrices confidently using correct shapes and rules Recognize identity matrices, scaling, shifting, and their effects Understand why matrix multiplication is not commutative Apply associativity and distributive properties to simplify work Use chaining and transpose concepts in real computations Build intuition for inverse matrices and linear equations Strengthen speed and accuracy through progressive practice sets Learn tiled multiplication ideas for efficient computation Who this book is forThis book is ideal for: - Students learning linear algebra, machine learning, or AI - Engineers and practitioners who ?use? matrices but want deeper intuition - Educators looking for a concrete, classroom-friendly teaching tool - Anyone who has learned the rules?but never felt fully confident using them This is not a reference book and not a collection of proofs. It?s a workbook designed to be written in. Use a pencil. Solve by hand. Make mistakes. Slow down. Learn.…

Paperback. Zustand: Very Good. If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science. Key Features You work by hand ??, with real numbers You fill in the blanks instead of reading proofs You reason about shapes, rows, columns, and structure step by step You discover the math yourself, rather than being told the rules upfront Book Description?What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality? Yann LeCun, on The Information Bottleneck Podcast Most people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don?t really see what?s happening especially when the shapes change or the multiplication chains get longer. When I began teaching, I realised many students were stuck. They could compute, but they didn?t feel confident. This workbook is a product of that experience. The emphasis here is on doing, not memorizing. You won?t read long proofs. Instead, you?ll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You?ll fill in missing dimensions, intermediate steps, and partial results not just final answers. The goal isn?t just to get answers. It?s to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it. By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It?s meant to be written in. Use a pencil. Work slowly. Make mistakes. That?s how you learn.What you will learn Multiply matrices confidently using correct shapes and rules Recognize identity matrices, scaling, shifting, and their effects Understand why matrix multiplication is not commutative Apply associativity and distributive properties to simplify work Use chaining and transpose concepts in real computations Build intuition for inverse matrices and linear equations Strengthen speed and accuracy through progressive practice sets Learn tiled multiplication ideas for efficient computation Who this book is forThis book is ideal for: - Students learning linear algebra, machine learning, or AI - Engineers and practitioners who ?use? matrices but want deeper intuition - Educators looking for a concrete, classroom-friendly teaching tool - Anyone who has learned the rules?but never felt fully confident using them This is not a reference book and not a collection of proofs. It?s a workbook designed to be written in. Use a pencil. Solve by hand. Make mistakes. Slow down. Learn.…

paperback. Zustand: Very Good.

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Paperback or Softback. Zustand: New. Matrix Multiplication Workbook: Fill-in-the-Blank Puzzles to Build Real Intuition by Hand. Book.

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Paperback. Zustand: New. If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science.Key FeaturesYou work by hand ??, with real numbersYou fill in the blanks instead of reading proofsYou reason about shapes, rows, columns, and structure step by stepYou discover the math yourself, rather than being told the rules upfrontBook Description"What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality". Yann LeCun, on The Information Bottleneck PodcastMost people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don't really see what's happening especially when the shapes change or the multiplication chains get longer.When I began teaching, I realised many students were stuck. They could compute, but they didn't feel confident. This workbook is a product of that experience.The emphasis here is on doing, not memorizing. You won't read long proofs. Instead, you'll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You'll fill in missing dimensions, intermediate steps, and partial results not just final answers.The goal isn't just to get answers. It's to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it.By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It's meant to be written in. Use a pencil. Work slowly. Make mistakes. That's how you learn.What you will learnMultiply matrices confidently using correct shapes and rulesRecognize identity matrices, scaling, shifting, and their effectsUnderstand why matrix multiplication is not commutativeApply associativity and distributive properties to simplify workUse chaining and transpose concepts in real computationsBuild intuition for inverse matrices and linear equationsStrengthen speed and accuracy through progressive practice setsLearn tiled multiplication ideas for efficient computationWho this book is forThis book is ideal for:- Students learning linear algebra, machine learning, or AI- Engineers and practitioners who "use" matrices but want deeper intuition- Educators looking for a concrete, classroom-friendly teaching tool- Anyone who has learned the rules-but never felt fully confident using themThis is not a reference book and not a collection of proofs. It's a workbook designed to be written in.Use a pencil. Solve by hand. Make mistakes. Slow down. Learn.…

Zustand: New.

Paperback. Zustand: New. If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science.Key FeaturesYou work by hand ??, with real numbersYou fill in the blanks instead of reading proofsYou reason about shapes, rows, columns, and structure step by stepYou discover the math yourself, rather than being told the rules upfrontBook Description"What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality". Yann LeCun, on The Information Bottleneck PodcastMost people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don't really see what's happening especially when the shapes change or the multiplication chains get longer.When I began teaching, I realised many students were stuck. They could compute, but they didn't feel confident. This workbook is a product of that experience.The emphasis here is on doing, not memorizing. You won't read long proofs. Instead, you'll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You'll fill in missing dimensions, intermediate steps, and partial results not just final answers.The goal isn't just to get answers. It's to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it.By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It's meant to be written in. Use a pencil. Work slowly. Make mistakes. That's how you learn.What you will learnMultiply matrices confidently using correct shapes and rulesRecognize identity matrices, scaling, shifting, and their effectsUnderstand why matrix multiplication is not commutativeApply associativity and distributive properties to simplify workUse chaining and transpose concepts in real computationsBuild intuition for inverse matrices and linear equationsStrengthen speed and accuracy through progressive practice setsLearn tiled multiplication ideas for efficient computationWho this book is forThis book is ideal for:- Students learning linear algebra, machine learning, or AI- Engineers and practitioners who "use" matrices but want deeper intuition- Educators looking for a concrete, classroom-friendly teaching tool- Anyone who has learned the rules-but never felt fully confident using themThis is not a reference book and not a collection of proofs. It's a workbook designed to be written in.Use a pencil. Solve by hand. Make mistakes. Slow down. Learn.…

Zustand: New.

Zustand: As New. Unread book in perfect condition.

Paperback. Zustand: New. If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science.Key FeaturesYou work by hand ??, with real numbersYou fill in the blanks instead of reading proofsYou reason about shapes, rows, columns, and structure step by stepYou discover the math yourself, rather than being told the rules upfrontBook Description"What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality". Yann LeCun, on The Information Bottleneck PodcastMost people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don't really see what's happening especially when the shapes change or the multiplication chains get longer.When I began teaching, I realised many students were stuck. They could compute, but they didn't feel confident. This workbook is a product of that experience.The emphasis here is on doing, not memorizing. You won't read long proofs. Instead, you'll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You'll fill in missing dimensions, intermediate steps, and partial results not just final answers.The goal isn't just to get answers. It's to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it.By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It's meant to be written in. Use a pencil. Work slowly. Make mistakes. That's how you learn.What you will learnMultiply matrices confidently using correct shapes and rulesRecognize identity matrices, scaling, shifting, and their effectsUnderstand why matrix multiplication is not commutativeApply associativity and distributive properties to simplify workUse chaining and transpose concepts in real computationsBuild intuition for inverse matrices and linear equationsStrengthen speed and accuracy through progressive practice setsLearn tiled multiplication ideas for efficient computationWho this book is forThis book is ideal for:- Students learning linear algebra, machine learning, or AI- Engineers and practitioners who "use" matrices but want deeper intuition- Educators looking for a concrete, classroom-friendly teaching tool- Anyone who has learned the rules-but never felt fully confident using themThis is not a reference book and not a collection of proofs. It's a workbook designed to be written in.Use a pencil. Solve by hand. Make mistakes. Slow down. Learn.…

Paperback. Zustand: New. If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science.Key FeaturesYou work by hand ??, with real numbersYou fill in the blanks instead of reading proofsYou reason about shapes, rows, columns, and structure step by stepYou discover the math yourself, rather than being told the rules upfrontBook Description"What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality". Yann LeCun, on The Information Bottleneck PodcastMost people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don't really see what's happening especially when the shapes change or the multiplication chains get longer.When I began teaching, I realised many students were stuck. They could compute, but they didn't feel confident. This workbook is a product of that experience.The emphasis here is on doing, not memorizing. You won't read long proofs. Instead, you'll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You'll fill in missing dimensions, intermediate steps, and partial results not just final answers.The goal isn't just to get answers. It's to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it.By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It's meant to be written in. Use a pencil. Work slowly. Make mistakes. That's how you learn.What you will learnMultiply matrices confidently using correct shapes and rulesRecognize identity matrices, scaling, shifting, and their effectsUnderstand why matrix multiplication is not commutativeApply associativity and distributive properties to simplify workUse chaining and transpose concepts in real computationsBuild intuition for inverse matrices and linear equationsStrengthen speed and accuracy through progressive practice setsLearn tiled multiplication ideas for efficient computationWho this book is forThis book is ideal for:- Students learning linear algebra, machine learning, or AI- Engineers and practitioners who "use" matrices but want deeper intuition- Educators looking for a concrete, classroom-friendly teaching tool- Anyone who has learned the rules-but never felt fully confident using themThis is not a reference book and not a collection of proofs. It's a workbook designed to be written in.Use a pencil. Solve by hand. Make mistakes. Slow down. Learn.…

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Paperback. Zustand: new. Paperback. Full colour workbook by Prof. Tom Yeh featuring 250+ pages of puzzles and 950+ fill-in-the-blank exercises.It is designed to help you internalize matrix multiplication by hand covering calculation, complexity, shape, identity, scaling, shifting, row and column combinations, non-commutativity, associativity, distributivity, chained products, transpose, inverse, linear equations, and tiled algorithms used in real AI systems.Key FeaturesYou work by hand , with real numbersYou fill in the blanks instead of reading proofsYou reason about shapes, rows, columns, and structure step by stepYou discover the math yourself, rather than being told the rules upfrontBook DescriptionMost people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they dont really see whats happening. This workbook was created for readers who want something different.I didnt write this book because matrix multiplication came naturally to me. I struggled with it for years. It felt abstract, mechanical, and easy to get wrong. Even when I got the right answer, I often couldnt tell why it was right.Later, as I began teaching matrix multiplication, I realized many students were stuck in exactly the same place I had been. This workbook grew out of that struggle. The emphasis is on doing, not memorizing.Over several years of teaching, this method was refined again and again rewritten whenever something didnt click, simplified whenever an equation added abstraction without insight.Most people learn matrix multiplication by memorizing rules and procedures. They can follow the steps but they dont really see whats happening. This workbook was created for readers who want something different.By the end of this workbook, matrix multiplication should no longer feel abstract or fragile. It should feel concrete, reliable, and usable the kind of understanding you can trust when building real systems in AI, graphics, optimization, or data science. What you will learnMultiply matrices confidently using correct shapes and rulesRecognize identity matrices, scaling, shifting, and their effectsUnderstand why matrix multiplication is not commutativeApply associativity and distributive properties to simplify workUse chaining and transpose concepts in real computationsBuild intuition for inverse matrices and linear equationsStrengthen speed and accuracy through progressive practice setsLearn tiled multiplication ideas for efficient computationWho this book is forThis book is ideal for:- Students learning linear algebra, machine learning, or AI- Engineers and practitioners who use matrices but want deeper intuition- Educators looking for a concrete, classroom-friendly teaching tool- Anyone who has learned the rulesbut never felt fully confident using themThis is not a reference book and not a collection of proofs. Its a workbook designed to be written in.Use a pencil. Solve by hand. Make mistakes. Slow down. Learn! This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - If matrix multiplication still feels mechanical or unclear, this book is for you. Build real intuition with 950+ fill-in-the-blank exercises designed for pencil-and-paper practice. Master shapes, identity, scaling, chaining, transpose, inverse, and tiled algorithms used in AI, machine learning, and data science.Key Features: You work by hand , with real numbers You fill in the blanks instead of reading proofs You reason about shapes, rows, columns, and structure step by step You discover the math yourself, rather than being told the rules upfrontBook Description:'What we should do is learn kind of basic things in mathematics, in modeling, mathematics that can be connected with reality'.Yann LeCun, on The Information Bottleneck PodcastMost people learn matrix multiplication by memorizing rules and procedures. They can follow the steps, but they don't really see what's happening especially when the shapes change or the multiplication chains get longer.When I began teaching, I realised many students were stuck. They could compute, but they didn't feel confident. This workbook is a product of that experience.The emphasis here is on doing, not memorizing. You won't read long proofs. Instead, you'll fill in carefully designed blanks step by step, reasoning about shapes, rows, columns, and structure as you go. You'll fill in missing dimensions, intermediate steps, and partial results not just final answers.The goal isn't just to get answers. It's to build intuition you can trust, so you can catch mistakes earlier and know what a product should look like before you finish it.By the end of this workbook, matrix multiplication should no longer feel fragile. This is not a reference book. It's meant to be written in. Use a pencil. Work slowly. Make mistakes. That's how you learn.What You Will Learn: Multiply matrices confidently using correct shapes and rules Recognize identity matrices, scaling, shifting, and their effects Understand why matrix multiplication is not commutative Apply associativity and distributive properties to simplify work Use chaining and transpose concepts in real computations Build intuition for inverse matrices and linear equations Strengthen speed and accuracy through progressive practice sets Learn tiled multiplication ideas for efficient computationWho this book is for:This book is ideal for: Students learning linear algebra, machine learning, or AI Engineers and practitioners who 'use' matrices but want deeper intuition Educators looking for a concrete, classroom-friendly teaching tool Anyone who has learned the rules-but never felt fully confident using themThis is not a reference book and not a collection of proofs. It's a workbook designed to be written in.Use a pencil. Solve by hand. Make mistakes. Slow down. Learn!Table of Contents Calculate Complexity Shape Identity Scale Shift Combine Rows Combine Columns Not Commutative Associative Distributive Chain Transpose Inverse Linear Equations Tiled Algorithm. …

Taschenbuch. Zustand: Neu. Matrix Multiplication Workbook | Fill-in-the-Blank Puzzles to Build Real Intuition by Hand | Tom Yeh | Taschenbuch | Englisch | 2026 | Packt Publishing | EAN 9781807609672 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. …

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