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Mathematics of Machine Learning

Master linear algebra, calculus, and probability for machine learning

by Tivadar Danka ...

Build a solid foundation in the core math behind machine learning algorithms with this comprehensive guide to linear algebra, calculus, and probability, explained through practical Python examples Purchase of the print or Kindle book includes a free PDF eBook Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesMaster linear algebra, calculus, and probability ... Read more

$43.99 USD or Free with Kobo Plus

Build a solid foundation in the core math behind machine learning algorithms with this comprehensive guide to linear algebra, calculus, and probability, explained through practical Python examples Purchase of the print or Kindle book includes a free PDF eBook Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesMaster linear algebra, calculus, and probability
... Read more
Basic Calculus of Planetary Orbits and Interplanetary Flight

The Missions of the Voyagers, Cassini, and Juno

by Alexander J. Hahn ...

Series series Mathematics and Statistics (R0)
Intended for a one- or two-semester course, this text applies basic, one-variable calculus to analyze the motion both of planets in their orbits as well as interplanetary spacecraft in their trajectories. The remarkable spacecraft missions to the inner and outermost reaches of our solar system have been one of the greatest success stories of modern human history. Much of the underlying ... Read more

$58.49 USD

Intended for a one- or two-semester course, this text applies basic, one-variable calculus to analyze the motion both of planets in their orbits as well as interplanetary spacecraft in their trajectories. The remarkable spacecraft missions to the inner and outermost reaches of our solar system have been one of the greatest success stories of modern human history. Much of the underlying
... Read more
Pre-Calculus Know-It-ALL

by Stan Gibilisco ...

Master pre-calculus from the comfort of home!Want to "know it ALL" when it comes to pre-calculus? This book gives you the expert, one-on-one instruction you need, whether you're new to pre-calculus or you're looking to ramp up your skills. Providing easy-to-understand concepts and thoroughly explained exercises, math whiz Stan Gibilisco serves as your own private tutor--without the expense! His ... Read more

$28.09 USD

Master pre-calculus from the comfort of home!Want to "know it ALL" when it comes to pre-calculus? This book gives you the expert, one-on-one instruction you need, whether you're new to pre-calculus or you're looking to ramp up your skills. Providing easy-to-understand concepts and thoroughly explained exercises, math whiz Stan Gibilisco serves as your own private tutor--without the expense! His
... Read more
Build a Mathematical Mind - Even If You Think You Can't Have One

by Albert Rutherford ...

Would you like to be a proficient mathematician… without using numbers?There is so much more to math than geometry and calculus! It is present in almost every life aspect, from improving your communication skills to how to fit your luggage into your car.Did you always hate math because you couldn't understand complex formulas?Don't let a few equations or a bad teacher deter you from building a ... Read more

$4.99 USD or Free with Kobo Plus

Would you like to be a proficient mathematician… without using numbers?There is so much more to math than geometry and calculus! It is present in almost every life aspect, from improving your communication skills to how to fit your luggage into your car.Did you always hate math because you couldn't understand complex formulas?Don't let a few equations or a bad teacher deter you from building a
... Read more
Math Without Numbers

by Milo Beckman ...

An illustrated tour of the structures and patterns we call "math"The only numbers in this book are the page numbers.Math Without Numbers is a vivid, conversational, and wholly original guide to the three main branches of abstract math—topology, analysis, and algebra—which turn out to be surprisingly easy to grasp. This book upends the conventional approach to math, inviting you to think creatively ... Read more

$4.99 USD

An illustrated tour of the structures and patterns we call "math"The only numbers in this book are the page numbers.Math Without Numbers is a vivid, conversational, and wholly original guide to the three main branches of abstract math—topology, analysis, and algebra—which turn out to be surprisingly easy to grasp. This book upends the conventional approach to math, inviting you to think creatively
... Read more
The End of Average

How We Succeed in a World That Values Sameness

by Todd Rose ...

Are you above average? Is your child an A student? Is your employee an introvert or an extrovert? Every day we are measured against the yardstick of averages, judged according to how closely we come to it or how far we deviate from it.The assumption that metrics comparing us to an average—like GPAs, personality test results, and performance review ratings—reveal something meaningful about our ... Read more

$12.99 USD

Are you above average? Is your child an A student? Is your employee an introvert or an extrovert? Every day we are measured against the yardstick of averages, judged according to how closely we come to it or how far we deviate from it.The assumption that metrics comparing us to an average—like GPAs, personality test results, and performance review ratings—reveal something meaningful about our
... Read more
The Art of Doing Science and Engineering

Learning to Learn

by Richard W. Hamming ...

A groundbreaking treatise by one of the great mathematicians of our age, who outlines a style of thinking by which great ideas are conceived.What inspires and spurs on a great idea? Can we train ourselves to think in a way that will enable world-changing understandings and insights to emerge?Richard Hamming said we can. He first inspired a generation of engineers, scientists, and researchers in ... Read more

$9.99 USD or Free with Kobo Plus

A groundbreaking treatise by one of the great mathematicians of our age, who outlines a style of thinking by which great ideas are conceived.What inspires and spurs on a great idea? Can we train ourselves to think in a way that will enable world-changing understandings and insights to emerge?Richard Hamming said we can. He first inspired a generation of engineers, scientists, and researchers in
... Read more
Practical Statistics for Data Scientists

50+ Essential Concepts Using R and Python

by Peter Bruce, Andrew Bruce, Peter Gedeck ...

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, ... Read more

$48.99 USD

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse,
... Read more
Models of the Mind

How Physics, Engineering and Mathematics Have Shaped Our Understanding of the Brain

by Grace Lindsay ...

The human brain is made up of 85 billion neurons, which are connected by over 100 trillion synapses.For more than a century, a diverse array of researchers searched for a language that could be used to capture the essence of what these neurons do and how they communicate – and how those communications create thoughts, perceptions and actions. The language they were looking for was mathematics, and ... Read more

$14.29 USD

The human brain is made up of 85 billion neurons, which are connected by over 100 trillion synapses.For more than a century, a diverse array of researchers searched for a language that could be used to capture the essence of what these neurons do and how they communicate – and how those communications create thoughts, perceptions and actions. The language they were looking for was mathematics, and
... Read more
A Brief History of Infinity

The Quest to Think the Unthinkable

by Brian Clegg ...

Series series Brief Histories
'Space is big. Really big. You just won't believe how vastly, hugely, mind-bogglingly big it is. I mean, you may think it's a long way down the street to the chemist, but that's just peanuts to space.' Douglas Adams, Hitch-hiker's Guide to the GalaxyWe human beings have trouble with infinity - yet infinity is a surprisingly human subject. Philosophers and mathematicians have gone mad contemplating ... Read more

$3.99 USD

'Space is big. Really big. You just won't believe how vastly, hugely, mind-bogglingly big it is. I mean, you may think it's a long way down the street to the chemist, but that's just peanuts to space.' Douglas Adams, Hitch-hiker's Guide to the GalaxyWe human beings have trouble with infinity - yet infinity is a surprisingly human subject. Philosophers and mathematicians have gone mad contemplating
... Read more
Unequal

The Math of When Things Do and Don't Add Up

by Eugenia Cheng ...

Why the familiar equal sign is a gateway into math’s—and humanity’s—most profound questions  "Eugenia Cheng has opened up my mind to the wondrous world of pure mathematics in a way that I never thought was possible." ―Willow Smith, singer and actress  A New Scientist Best Book of the Year **Math is famous for its equations: 1 + 1 = 2, a^2 + b^2 = c^2, or y = mx + b. It can seem like that’s all ... Read more

$18.99 USD

Why the familiar equal sign is a gateway into math’s—and humanity’s—most profound questions  "Eugenia Cheng has opened up my mind to the wondrous world of pure mathematics in a way that I never thought was possible." ―Willow Smith, singer and actress  A New Scientist Best Book of the Year **Math is famous for its equations: 1 + 1 = 2, a^2 + b^2 = c^2, or y = mx + b. It can seem like that’s all
... Read more
How to Think About Analysis

by Lara Alcock ...

Analysis (sometimes called Real Analysis or Advanced Calculus) is a core subject in most undergraduate mathematics degrees. It is elegant, clever and rewarding to learn, but it is hard. Even the best students find it challenging, and those who are unprepared often find it incomprehensible at first. This book aims to ensure that no student need be unprepared. It is not like other Analysis books. It ... Read more

$22.79 USD

Analysis (sometimes called Real Analysis or Advanced Calculus) is a core subject in most undergraduate mathematics degrees. It is elegant, clever and rewarding to learn, but it is hard. Even the best students find it challenging, and those who are unprepared often find it incomprehensible at first. This book aims to ensure that no student need be unprepared. It is not like other Analysis books. It
... Read more
Decision Making under Deep Uncertainty

From Theory to Practice

Edited by Vincent A. W. J. Marchau, Warren E. Walker, Pieter J. T. M. Bloemen, Steven W. Popper ...

This open access book focuses on both the theory and practice associated with the tools and approaches for decisionmaking in the face of deep uncertainty. It explores approaches and tools supporting the design of strategic plans under deep uncertainty, and their testing in the real world, including barriers and enablers for their use in practice. The book broadens traditional approaches and tools ... Read more

Free

This open access book focuses on both the theory and practice associated with the tools and approaches for decisionmaking in the face of deep uncertainty. It explores approaches and tools supporting the design of strategic plans under deep uncertainty, and their testing in the real world, including barriers and enablers for their use in practice. The book broadens traditional approaches and tools
... Read more
The Shape of Inner Space

String Theory and the Geometry of the Universe's Hidden Dimensions

by Shing-Tung Yau, Steve Nadis ...

String theory says we live in a ten-dimensional universe, but that only four are accessible to our everyday senses. According to theorists, the missing six are curled up in bizarre structures known as Calabi-Yau manifolds. In The Shape of Inner Space, Shing-Tung Yau, the man who mathematically proved that these manifolds exist, argues that not only is geometry fundamental to string theory, it is ... Read more

$12.99 USD

String theory says we live in a ten-dimensional universe, but that only four are accessible to our everyday senses. According to theorists, the missing six are curled up in bizarre structures known as Calabi-Yau manifolds. In The Shape of Inner Space, Shing-Tung Yau, the man who mathematically proved that these manifolds exist, argues that not only is geometry fundamental to string theory, it is
... Read more
The Golden Ticket

P, NP, and the Search for the Impossible

by Lance Fortnow ...

The P-NP problem is the most important open problem in computer science, if not all of mathematics. The Golden Ticket provides a nontechnical introduction to P-NP, its rich history, and its algorithmic implications for everything we do with computers and beyond. In this informative and entertaining book, Lance Fortnow traces how the problem arose during the Cold War on both sides of the Iron ... Read more

$15.99 USD

The P-NP problem is the most important open problem in computer science, if not all of mathematics. The Golden Ticket provides a nontechnical introduction to P-NP, its rich history, and its algorithmic implications for everything we do with computers and beyond. In this informative and entertaining book, Lance Fortnow traces how the problem arose during the Cold War on both sides of the Iron
... Read more
Understanding Analysis

by Stephen Abbott ...

Series series Mathematics and Statistics (R0)
This lively introductory text exposes the student to the rewards of a rigorous study of functions of a real variable. In each chapter, informal discussions of questions that give analysis its inherent fascination are followed by precise, but not overly formal, developments of the techniques needed to make sense of them. By focusing on the unifying themes of approximation and the resolution of ... Read more

$40.49 USD

This lively introductory text exposes the student to the rewards of a rigorous study of functions of a real variable. In each chapter, informal discussions of questions that give analysis its inherent fascination are followed by precise, but not overly formal, developments of the techniques needed to make sense of them. By focusing on the unifying themes of approximation and the resolution of
... Read more
Learning Spark

by Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee ...

Data is bigger, arrives faster, and comes in a variety of formatsâ??and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark.Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how ... Read more

$48.99 USD

Data is bigger, arrives faster, and comes in a variety of formatsâ??and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark.Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how
... Read more
Meta Math!

The Quest for Omega

by Gregory Chaitin ...

Gregory Chaitin, one of the world’s foremost mathematicians, leads us on a spellbinding journey, illuminating the process by which he arrived at his groundbreaking theory.Chaitin’s revolutionary discovery, the Omega number, is an exquisitely complex representation of unknowability in mathematics. His investigations shed light on what we can ultimately know about the universe and the very nature of ... Read more

Was $6.99 USD Now $4.99 USD

Gregory Chaitin, one of the world’s foremost mathematicians, leads us on a spellbinding journey, illuminating the process by which he arrived at his groundbreaking theory.Chaitin’s revolutionary discovery, the Omega number, is an exquisitely complex representation of unknowability in mathematics. His investigations shed light on what we can ultimately know about the universe and the very nature of
... Read more
Schaum's 3,000 Solved Problems in Calculus

by Elliott Mendelson ...

Facing Tough Test Questions? Missed Lectures? Not Enough Time?Fortunately for you, there's Schaum's.More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. Schaum's is the key to faster learning and higher grades in every subject. Each Solved Problem book helps you cut study time, hone problem-solving skills, and achieve your personal best on exams! ... Read more

$37.49 USD

Facing Tough Test Questions? Missed Lectures? Not Enough Time?Fortunately for you, there's Schaum's.More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. Schaum's is the key to faster learning and higher grades in every subject. Each Solved Problem book helps you cut study time, hone problem-solving skills, and achieve your personal best on exams!
... Read more
THE MATHEMATICAL PRINCIPLES OF NATURAL PHILOSOPHY (Illustrated and Bundled with LIFE OF SIR ISAAC NEWTON)

by Isaac Newton ...

The book has an active table of contents for readers to access each chapter, PROPOSITION, PROBLEM, LAW, LEMMA, and SCHOLIUM of the following two books in an easy way:THE MATHEMATICAL PRINCIPLES OF NATURAL PHILOSOPHYLIFE OF SIR ISAAC NEWTONThe key contribution of Newton to the modern science and engineering was the book THE MATHEMATICAL PRINCIPLES OF NATURAL PHILOSOPHY. THE MATHEMATICAL PRINCIPLES ... Read more

$1.99 USD

The book has an active table of contents for readers to access each chapter, PROPOSITION, PROBLEM, LAW, LEMMA, and SCHOLIUM of the following two books in an easy way:THE MATHEMATICAL PRINCIPLES OF NATURAL PHILOSOPHYLIFE OF SIR ISAAC NEWTONThe key contribution of Newton to the modern science and engineering was the book THE MATHEMATICAL PRINCIPLES OF NATURAL PHILOSOPHY. THE MATHEMATICAL PRINCIPLES
... Read more
Escape from Shadow Physics

The Quest to End the Dark Ages of Quantum Theory

by Adam Kay ...

**The "artfully written...splendid history of classical and quantum physics" (Science)that "rightfully highlights the limitations of current physics" (Wall Street Journal) and argues for a revolutionary new understanding of quantum mechanics **The received wisdom in quantum physics is that, at the deepest levels of reality, there are no actual causes for atomic events. This idea led to the ... Read more

$19.99 USD

**The "artfully written...splendid history of classical and quantum physics" (Science)that "rightfully highlights the limitations of current physics" (Wall Street Journal) and argues for a revolutionary new understanding of quantum mechanics **The received wisdom in quantum physics is that, at the deepest levels of reality, there are no actual causes for atomic events. This idea led to the
... Read more
Introduction to Calculus and Analysis II/1

by Richard Courant, Fritz John ...

Series series Mathematics and Statistics (R0)
From the reviews: "These books (Introduction to Calculus and Analysis Vol. I/II) are very well written. The mathematics are rigorous but the many examples that are given and the applications that are treated make the books extremely readable and the arguments easy to understand. These books are ideally suited for an undergraduate calculus course. Each chapter is followed by a number of interesting ... Read more

$53.99 USD

From the reviews: "These books (Introduction to Calculus and Analysis Vol. I/II) are very well written. The mathematics are rigorous but the many examples that are given and the applications that are treated make the books extremely readable and the arguments easy to understand. These books are ideally suited for an undergraduate calculus course. Each chapter is followed by a number of interesting
... Read more
The Real Numbers

An Introduction to Set Theory and Analysis

by John Stillwell ...

Series series Mathematics and Statistics (R0)
While most texts on real analysis are content to assume the real numbers, or to treat them only briefly, this text makes a serious study of the real number system and the issues it brings to light. Analysis needs the real numbers to model the line, and to support the concepts of continuity and measure. But these seemingly simple requirements lead to deep issues of set theory—uncountability, the ... Read more

$28.49 USD

While most texts on real analysis are content to assume the real numbers, or to treat them only briefly, this text makes a serious study of the real number system and the issues it brings to light. Analysis needs the real numbers to model the line, and to support the concepts of continuity and measure. But these seemingly simple requirements lead to deep issues of set theory—uncountability, the
... Read more
Schaum's Outline of Advanced Calculus, Third Edition

by Robert C. Wrede, Murray R. Spiegel ...

Tough Test Questions? Missed Lectures? Not Enough Time?Fortunately for you, there's Schaum's.More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. Schaum's is the key to faster learning and higher grades in every subject. Each Outline presents all the essential course information in an easy-to-follow, topic-by-topic format. You also get hundreds of ... Read more

$15.59 USD

Tough Test Questions? Missed Lectures? Not Enough Time?Fortunately for you, there's Schaum's.More than 40 million students have trusted Schaum's to help them succeed in the classroom and on exams. Schaum's is the key to faster learning and higher grades in every subject. Each Outline presents all the essential course information in an easy-to-follow, topic-by-topic format. You also get hundreds of
... Read more

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