Introductory Statistics 2e

Introductory Statistics 2e

Author: Barbara Illowsky

Publisher:

Published: 2023-12-13

Total Pages: 2106

ISBN-13:

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Introductory Statistics 2e provides an engaging, practical, and thorough overview of the core concepts and skills taught in most one-semester statistics courses. The text focuses on diverse applications from a variety of fields and societal contexts, including business, healthcare, sciences, sociology, political science, computing, and several others. The material supports students with conceptual narratives, detailed step-by-step examples, and a wealth of illustrations, as well as collaborative exercises, technology integration problems, and statistics labs. The text assumes some knowledge of intermediate algebra, and includes thousands of problems and exercises that offer instructors and students ample opportunity to explore and reinforce useful statistical skills. This is an adaptation of Introductory Statistics 2e by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.


Mathematics for Machine Learning

Mathematics for Machine Learning

Author: Marc Peter Deisenroth

Publisher: Cambridge University Press

Published: 2020-04-23

Total Pages: 392

ISBN-13: 1108569323

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The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.


Math Mystic's Guide to Creative Spirituality

Math Mystic's Guide to Creative Spirituality

Author: Sarah Voss

Publisher: Wipf and Stock Publishers

Published: 2024-04-04

Total Pages: 314

ISBN-13: 166674249X

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The Math Mystic’s Guide to Creative Spirituality is unique, provocative, engaging, and a masterpiece of philosophical and mystical exploration. It offers gourmet treats for those with spiritual hunger, a feast of innovative perspectives on building social collateral (trust, forgiveness, resilience . . .), and intellectual desserts for the mathematically inclined. User-friendly for the non-mathematician, the book also provides a smorgasbord of resources for those who want to know more about the math. Deeply personal but also scholarly, with an unprecedented use of mathematical metaphors, this book will appeal to mathematicians, scientists, teachers, philosophers, religious educators, and spiritual seekers of many persuasions. A math professor before becoming a Unitarian Universalist minister, the author has compiled herein a lifetime of creative study about the relationship between math and religion. She has pioneered ways to use mathematics to help clarify such spiritual ideas as God, fairness, equality, redemption, and the nature of things. In the process she coined the terms “matheology” and “mathaphor,” introduced the notion of math sermons, and has expanded the concept of moral math. This exciting collection of essays (with a little poetry as garnish) uses math as a language to nourish the spiritual heart of our global society.


Bulletin of the Atomic Scientists

Bulletin of the Atomic Scientists

Author:

Publisher:

Published: 1970-12

Total Pages: 104

ISBN-13:

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The Bulletin of the Atomic Scientists is the premier public resource on scientific and technological developments that impact global security. Founded by Manhattan Project Scientists, the Bulletin's iconic "Doomsday Clock" stimulates solutions for a safer world.


Encyclopedia of World Problems and Human Potential

Encyclopedia of World Problems and Human Potential

Author: Union of International Associations

Publisher: De Gruyter Saur

Published: 1994

Total Pages: 940

ISBN-13: 9783598112263

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The destruction of wildlife habitats ... organized crime ... AIDS ... illiteracy ... acid rain -- these are among the 130,000 topics documented and discussed in the new edition of the Encyclopedia. But its truly unique goal is to present this complex set of issues in ways that facilitate an organized response. To this end, the book also focuses on the complex relationship between problems and society's own ideological relationship with these problems. How do human priorities and perceptions aggravate or enable problems? What are the established and alternative responses? The Encyclopedia contains over 158,000 cross-references between entries, an extensive 91,000 practical key term index, bibliographies, and full cross-referencing to the Yearbook of International Organizations. For anyone concerned with the world community, here are the means to explore and participate in today's most crucial endeavors. Volume 2, Human Potential: Transformation and Values, contains 7,700 entries reflecting a spectrum of problem-solving approaches based on such human development issues as self-learning, creativity, and modes of awareness. The volume also focuses on specific religious beliefs, value systems, and thought patterns.


Mathematicians of the World, Unite!

Mathematicians of the World, Unite!

Author: Guillermo Curbera

Publisher: CRC Press

Published: 2009-02-23

Total Pages: 336

ISBN-13: 1439865124

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This vividly illustrated history of the International Congress of Mathematicians- a meeting of mathematicians from around the world held roughly every four years- acts as a visual history of the 25 congresses held between 1897 and 2006, as well as a story of changes in the culture of mathematics over the past century. Because the congress is an int


Advanced Calculus (Revised Edition)

Advanced Calculus (Revised Edition)

Author: Lynn Harold Loomis

Publisher: World Scientific Publishing Company

Published: 2014-02-26

Total Pages: 595

ISBN-13: 9814583952

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An authorised reissue of the long out of print classic textbook, Advanced Calculus by the late Dr Lynn Loomis and Dr Shlomo Sternberg both of Harvard University has been a revered but hard to find textbook for the advanced calculus course for decades.This book is based on an honors course in advanced calculus that the authors gave in the 1960's. The foundational material, presented in the unstarred sections of Chapters 1 through 11, was normally covered, but different applications of this basic material were stressed from year to year, and the book therefore contains more material than was covered in any one year. It can accordingly be used (with omissions) as a text for a year's course in advanced calculus, or as a text for a three-semester introduction to analysis.The prerequisites are a good grounding in the calculus of one variable from a mathematically rigorous point of view, together with some acquaintance with linear algebra. The reader should be familiar with limit and continuity type arguments and have a certain amount of mathematical sophistication. As possible introductory texts, we mention Differential and Integral Calculus by R Courant, Calculus by T Apostol, Calculus by M Spivak, and Pure Mathematics by G Hardy. The reader should also have some experience with partial derivatives.In overall plan the book divides roughly into a first half which develops the calculus (principally the differential calculus) in the setting of normed vector spaces, and a second half which deals with the calculus of differentiable manifolds.