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Introduction to Linear Algebra
by Gilbert Strang • 1993
Linear algebra organized around a matrix's core spaces: from elimination straight to the SVD.
4.24
703
Introduction to Linear Algebra Summary
Introduction to Linear Algebra 93%
Linear algebra organized around a matrix's core spaces: from elimination straight to the SVD.
by Gilbert Strang 1993
4.24
703 ratings
Linear Algebra Done Right
by Sheldon Axler • 1995
Where operators rule and determinants wait: a rigorous second course in linear algebra.
4.40
1k+
Linear Algebra Done Right Summary
Linear Algebra Done Right 89%
Where operators rule and determinants wait: a rigorous second course in linear algebra.
by Sheldon Axler 1995
4.40
1k+ ratings
Senior Secondary School Mathematics For Class - 12
by R.S. Aggarwal • 2013
Ace Class 12 math: every topic, from relations to calculus, explained with clarity.
3.72
294
Senior Secondary School Mathematics For Class - 12 Summary
Senior Secondary School Mathematics For Class - 12 88%
Ace Class 12 math: every topic, from relations to calculus, explained with clarity.
by R.S. Aggarwal 2013
3.72
294 ratings
Why Machines Learn
by Anil Ananthaswamy • 2024
The perceptron flopped but the math stayed: the linear algebra and calculus that built the AI age.
4.38
1k+
Why Machines Learn Summary
Why Machines Learn 88%
The perceptron flopped but the math stayed: the linear algebra and calculus that built the AI age.
by Anil Ananthaswamy 2024
4.38
1k+ ratings
Structural Analysis
by Russell C. Hibbeler • 1982
Trusses, beams, and frames: how to find every force and deflection inside them before they're built.
4.10
424
Structural Analysis Summary
Structural Analysis 88%
Trusses, beams, and frames: how to find every force and deflection inside them before they're built.
by Russell C. Hibbeler 1982
4.10
424 ratings
Fundamental Methods of Mathematical Economics
by Alpha C. Chiang • 1974
Economics explained in equations: a rigorous toolkit from statics to dynamic systems.
4.02
541
Fundamental Methods of Mathematical Economics Summary
Fundamental Methods of Mathematical Economics 88%
Economics explained in equations: a rigorous toolkit from statics to dynamic systems.
by Alpha C. Chiang 1974
4.02
541 ratings
Quantum Mechanics
by Leonard Susskind • 2014
The physics degree you never got: quantum states as vectors, and the math that replaces intuition.
4.33
2k+
Quantum Mechanics Summary
Quantum Mechanics 87%
The physics degree you never got: quantum states as vectors, and the math that replaces intuition.
by Leonard Susskind 2014
4.33
2k+ ratings
Nonlinear Dynamics and Chaos
by Steven H. Strogatz • 1994
How simple rules produce unpredictable motion, and the pictures that reveal the hidden order.
4.38
2k+
Nonlinear Dynamics and Chaos Summary
Nonlinear Dynamics and Chaos 87%
How simple rules produce unpredictable motion, and the pictures that reveal the hidden order.
by Steven H. Strogatz 1994
4.38
2k+ ratings
Shape
by Jordan Ellenberg • 2021
Geometry is not about triangles. It is the hidden structure of pandemics, search, and democracy.
3.73
2k+
Shape Summary
Shape 87%
Geometry is not about triangles. It is the hidden structure of pandemics, search, and democracy.
by Jordan Ellenberg 2021
3.73
2k+ ratings
The Little Book of Mathematical Principles, Theories & Things
by Robert Solomon • 2008
A compact tour through math's biggest ideas: zero, infinity, and the proof that broke mathematics.
3.97
438
The Little Book of Mathematical Principles, Theories & Things Summary
The Little Book of Mathematical Principles, Theories & Things 87%
A compact tour through math's biggest ideas: zero, infinity, and the proof that broke mathematics.
by Robert Solomon 2008
3.97
438 ratings
Neural Networks, Fuzzy Logic And Genetic Algorithms
by S. Rajasekaran • 2004
Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.
4.21
151
Neural Networks, Fuzzy Logic And Genetic Algorithms Summary
Neural Networks, Fuzzy Logic And Genetic Algorithms 87%
Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.
by S. Rajasekaran 2004
4.21
151 ratings
Fermat's Enigma
by Simon Singh • 1998
150 years, countless geniuses, one unproven hunch about primes, and a million dollars waiting.
4.3
34k+
Fermat's Enigma Summary
Fermat's Enigma 87%
150 years, countless geniuses, one unproven hunch about primes, and a million dollars waiting.
by Simon Singh 1998
4.3
34k+ ratings
Love and Math
by Edward Frenkel • 2013
Prime numbers and quantum fields share a hidden architecture. Most people never learn it exists.
3.70
4k+
Love and Math Summary
Love and Math 87%
Prime numbers and quantum fields share a hidden architecture. Most people never learn it exists.
by Edward Frenkel 2013
3.70
4k+ ratings
What's the Use?
by Ian Stewart • 2021
Kidney matches, secure websites, movie animation: the invisible math that built the modern world.
3.54
175
What's the Use? Summary
What's the Use? 87%
Kidney matches, secure websites, movie animation: the invisible math that built the modern world.
by Ian Stewart 2021
3.54
175 ratings
Vector
by Robyn Arianrhod • 2024
Your GPS and AI depend on a 19th-century algebra that broke the rules of arithmetic.
4.05
163
Vector Summary
Vector 87%
Your GPS and AI depend on a 19th-century algebra that broke the rules of arithmetic.
by Robyn Arianrhod 2024
4.05
163 ratings
Algorithms of the Intelligent Web
by Haralambos Marmanis • 2009
Search, recommend, cluster, classify: the algorithms that make web applications intelligent.
3.62
130
Algorithms of the Intelligent Web Summary
Algorithms of the Intelligent Web 87%
Search, recommend, cluster, classify: the algorithms that make web applications intelligent.
by Haralambos Marmanis 2009
3.62
130 ratings
Introduction To Machine Learning
by Ethem Alpaydin • 2004
The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.
3.78
251
Introduction To Machine Learning Summary
Introduction To Machine Learning 87%
The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.
by Ethem Alpaydin 2004
3.78
251 ratings
Prime Obsession
by John Derbyshire • 2003
A conjecture from 1859 ties prime numbers to quantum energy levels. The proof is still missing.
4.15
4k+
Prime Obsession Summary
Prime Obsession 87%
A conjecture from 1859 ties prime numbers to quantum energy levels. The proof is still missing.
by John Derbyshire 2003
4.15
4k+ ratings
Signals and Systems
by A. Anand Kumar • 2011
How signals become systems: the core math that turns noise into music, speech, and circuits.
4.07
233
Signals and Systems Summary
Signals and Systems 87%
How signals become systems: the core math that turns noise into music, speech, and circuits.
by A. Anand Kumar 2011
4.07
233 ratings
Python Machine Learning Case Studies
by Danish Haroon • 2017
Five Python case studies in machine learning: from data cleanup to a scored model, step by step.
2.60
5
Python Machine Learning Case Studies Summary
Python Machine Learning Case Studies 87%
Five Python case studies in machine learning: from data cleanup to a scored model, step by step.
by Danish Haroon 2017
2.60
5 ratings
Why Study Mathematics?
by Vicky Neale • 2020
A math degree opens careers from kidney swaps to climate models. Effort trumps genius every time.
3.97
38
Why Study Mathematics? Summary
Why Study Mathematics? 87%
A math degree opens careers from kidney swaps to climate models. Effort trumps genius every time.
by Vicky Neale 2020
3.97
38 ratings
Pluses and Minuses
by Stefan Buijsman • 2018
Three mathematical discoveries run your digital life; understanding them is simpler than you think.
3.41
290
Pluses and Minuses Summary
Pluses and Minuses 87%
Three mathematical discoveries run your digital life; understanding them is simpler than you think.
by Stefan Buijsman 2018
3.41
290 ratings
The Hundred-Page Machine Learning Book
by Andriy Burkov • 2019
The one-sitting machine learning education: a hundred pages, no code, every algorithm that matters.
4.25
1k+
The Hundred-Page Machine Learning Book Summary
The Hundred-Page Machine Learning Book 87%
The one-sitting machine learning education: a hundred pages, no code, every algorithm that matters.
by Andriy Burkov 2019
4.25
1k+ ratings
Letters to a Young Mathematician
by Ian Stewart • 2006
Proof is story, pure and applied one: a mathematician's letters on the creative life of numbers.
3.86
2k+
Letters to a Young Mathematician Summary
Letters to a Young Mathematician 87%
Proof is story, pure and applied one: a mathematician's letters on the creative life of numbers.
by Ian Stewart 2006
3.86
2k+ ratings
Python for Data Analysis
by Oscar Scratch • 2019
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
3.50
2
Python for Data Analysis Summary
Python for Data Analysis 87%
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
by Oscar Scratch 2019
3.50
2 ratings
Introduction to Algorithms
by Thomas H. Cormen • 1989
Sorting a billion records can take days or seconds, depending on the algorithm, not the processor.
4.35
9k+
Introduction to Algorithms Summary
Introduction to Algorithms 87%
Sorting a billion records can take days or seconds, depending on the algorithm, not the processor.
by Thomas H. Cormen 1989
4.35
9k+ ratings
Data Science from Scratch
by Joel Grus • 2015
Real understanding comes from building algorithms yourself, not calling libraries others wrote.
3.90
1k+
Data Science from Scratch Summary
Data Science from Scratch 87%
Real understanding comes from building algorithms yourself, not calling libraries others wrote.
by Joel Grus 2015
3.90
1k+ ratings
Unknown Quantity
by John Derbyshire • 2006
Babylonians used algebra to measure grain. Four thousand years later, it described reality itself.
3.90
770
Unknown Quantity Summary
Unknown Quantity 87%
Babylonians used algebra to measure grain. Four thousand years later, it described reality itself.
by John Derbyshire 2006
3.90
770 ratings
Symmetry
by Marcus du Sautoy • 2007
Symmetry is not just pretty. It solves equations, builds viruses, and corrects your text messages.
3.82
857
Symmetry Summary
Symmetry 87%
Symmetry is not just pretty. It solves equations, builds viruses, and corrects your text messages.
by Marcus du Sautoy 2007
3.82
857 ratings
The Joy of Abstraction
by Eugenia Cheng • 2022
What if math’s deepest lesson is that context always beats content? A category theorist explains.
3.84
190
The Joy of Abstraction Summary
The Joy of Abstraction 87%
What if math’s deepest lesson is that context always beats content? A category theorist explains.
by Eugenia Cheng 2022
3.84
190 ratings
The Math of Life and Death
by Kit Yates • 2019
Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.
3.90
2k+
The Math of Life and Death Summary
The Math of Life and Death 87%
Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.
by Kit Yates 2019
3.90
2k+ ratings
Introduction to Real Analysis
by Robert G. Bartle • 1982
A rigorous foundation in real numbers and limits: the proofs that make calculus unshakeable.
4.00
311
Introduction to Real Analysis Summary
Introduction to Real Analysis 87%
A rigorous foundation in real numbers and limits: the proofs that make calculus unshakeable.
by Robert G. Bartle 1982
4.00
311 ratings
The New York Times Book of Mathematics
by Gina Kolata • 2013
Seven riffle shuffles, three hundred years, and one question: is math discovered or invented?
3.62
159
The New York Times Book of Mathematics Summary
The New York Times Book of Mathematics 87%
Seven riffle shuffles, three hundred years, and one question: is math discovered or invented?
by Gina Kolata 2013
3.62
159 ratings
Algorithms
by Panos Louridas • 2020
Twenty steps to find one item in a million, and the hidden logic that runs our world.
4.03
302
Algorithms Summary
Algorithms 87%
Twenty steps to find one item in a million, and the hidden logic that runs our world.
by Panos Louridas 2020
4.03
302 ratings
Practical Statistics for Data Scientists
by Peter Bruce • 2020
The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.
4.21
261
Practical Statistics for Data Scientists Summary
Practical Statistics for Data Scientists 87%
The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.
by Peter Bruce 2020
4.21
261 ratings
Python Data Science Handbook
by Jake VanderPlas • 2016
Four libraries, one workflow: the Python path from raw data to validated predictions.
4.29
676
Python Data Science Handbook Summary
Python Data Science Handbook 87%
Four libraries, one workflow: the Python path from raw data to validated predictions.
by Jake VanderPlas 2016
4.29
676 ratings
Street-Fighting Mathematics
by Sanjoy Mahajan • 2010
A toolkit for rough-and-ready problem solving: estimate with units, symmetry, and clever shortcuts.
3.74
236
Street-Fighting Mathematics Summary
Street-Fighting Mathematics 87%
A toolkit for rough-and-ready problem solving: estimate with units, symmetry, and clever shortcuts.
by Sanjoy Mahajan 2010
3.74
236 ratings
Machine Learning for Dummies
by John Paul Mueller • 2016
Machine learning demystified: pick the right algorithm, train it well, and know when it works.
3.53
139
Machine Learning for Dummies Summary
Machine Learning for Dummies 87%
Machine learning demystified: pick the right algorithm, train it well, and know when it works.
by John Paul Mueller 2016
3.53
139 ratings
The Theory That Would Not Die
by Sharon Bertsch McGrayne • 2011
Statisticians said it was dead. Turing used it to crack Enigma. Computers made it unstoppable.
3.77
3k+
The Theory That Would Not Die Summary
The Theory That Would Not Die 87%
Statisticians said it was dead. Turing used it to crack Enigma. Computers made it unstoppable.
by Sharon Bertsch McGrayne 2011
3.77
3k+ ratings
How to Bake Pi
by Eugenia Cheng • 2015
Math is logical structure, not calculation. Category theory reveals it; baking makes it stick.
3.64
2k+
How to Bake Pi Summary
How to Bake Pi 87%
Math is logical structure, not calculation. Category theory reveals it; baking makes it stick.
by Eugenia Cheng 2015
3.64
2k+ ratings
Fundamentals of Digital Image Processing
by Anil K. Jain • 1988
From pixel to picture: the math that samples, restores, compresses, and reconstructs digital images.
3.98
145
Fundamentals of Digital Image Processing Summary
Fundamentals of Digital Image Processing 87%
From pixel to picture: the math that samples, restores, compresses, and reconstructs digital images.
by Anil K. Jain 1988
3.98
145 ratings
Mathematics
by Timothy Gowers • 2002
Real mathematics does not compute. It builds worlds where objects are defined by their behavior.
3.86
2k+
Mathematics Summary
Mathematics 87%
Real mathematics does not compute. It builds worlds where objects are defined by their behavior.
by Timothy Gowers 2002
3.86
2k+ ratings
Are Numbers Real?
by Brian Clegg • 2016
Invented to count goats, numbers now predict black holes. A history of math's grip on reality.
3.57
288
Are Numbers Real? Summary
Are Numbers Real? 87%
Invented to count goats, numbers now predict black holes. A history of math's grip on reality.
by Brian Clegg 2016
3.57
288 ratings
Visualizing Mathematics with 3D Printing
by Henry Segerman • 2016
3D printing turns polyhedra, knots, and 4D shadows into hands-on objects you finally grasp.
4.08
13
Visualizing Mathematics with 3D Printing Summary
Visualizing Mathematics with 3D Printing 87%
3D printing turns polyhedra, knots, and 4D shadows into hands-on objects you finally grasp.
by Henry Segerman 2016
4.08
13 ratings
Thinking Better
by Marcus du Sautoy • 2021
Mathematical shortcuts that save time, solve problems, and show you what everyone else overlooks.
3.59
618
Thinking Better Summary
Thinking Better 87%
Mathematical shortcuts that save time, solve problems, and show you what everyone else overlooks.
by Marcus du Sautoy 2021
3.59
618 ratings
The Grapes of Math
by Alex Bellos • 2014
Seashells, cities, and stock crashes obey the same hidden math. A guided tour of the patterns.
4.09
984
The Grapes of Math Summary
The Grapes of Math 87%
Seashells, cities, and stock crashes obey the same hidden math. A guided tour of the patterns.
by Alex Bellos 2014
4.09
984 ratings
The Universe and the Teacup
by K.C. Cole • 1998
Your gut is wrong about fairness, risk, and scale. Mathematics proves it, elegantly.
3.78
594
The Universe and the Teacup Summary
The Universe and the Teacup 87%
Your gut is wrong about fairness, risk, and scale. Mathematics proves it, elegantly.
by K.C. Cole 1998
3.78
594 ratings
Information Theory, Coding and Crytography
by Ranjan Bose • 2002
Entropy sets the limit. Coding reaches it. Cryptography locks it. One textbook covers all three.
3.75
162
Information Theory, Coding and Crytography Summary
Information Theory, Coding and Crytography 87%
Entropy sets the limit. Coding reaches it. Cryptography locks it. One textbook covers all three.
by Ranjan Bose 2002
3.75
162 ratings
Robin Hood Math
by Noah Giansiracusa • 2025
Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.
3.91
185
Robin Hood Math Summary
Robin Hood Math 87%
Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.
by Noah Giansiracusa 2025
3.91
185 ratings
Love Triangle
by Matt Parker • 2024
Triangles build skyscrapers, animate movies, and decode sound: the shape that runs the world.
3.93
2k+
Love Triangle Summary
Love Triangle 87%
Triangles build skyscrapers, animate movies, and decode sound: the shape that runs the world.
by Matt Parker 2024
3.93
2k+ ratings
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