Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Algebra and Trigonometry written by Jay P. Abramson and published by . This book was released on 2015-02-13 with total page 1564 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The text is suitable for a typical introductory algebra course, and was developed to be used flexibly. While the breadth of topics may go beyond what an instructor would cover, the modular approach and the richness of content ensures that the book meets the needs of a variety of programs."--Page 1.
Download or read book The speaking French grammar With Key written by J V. Douville and published by . This book was released on 1827 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Key To The Exercises In The New Method of Learning To Read Write and Speak a Language In Six Months written by Heinrich Gottfried Ollendorff and published by BoD – Books on Demand. This book was released on 2024-04-17 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reprint of the original, first published in 1843.
Download or read book Why We Sleep written by Matthew Walker and published by Simon and Schuster. This book was released on 2017-10-03 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Sleep is one of the most important but least understood aspects of our life, wellness, and longevity ... An explosion of scientific discoveries in the last twenty years has shed new light on this fundamental aspect of our lives. Now ... neuroscientist and sleep expert Matthew Walker gives us a new understanding of the vital importance of sleep and dreaming"--Amazon.com.
Download or read book Command Of The Air written by General Giulio Douhet and published by Pickle Partners Publishing. This book was released on 2014-08-15 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the pantheon of air power spokesmen, Giulio Douhet holds center stage. His writings, more often cited than perhaps actually read, appear as excerpts and aphorisms in the writings of numerous other air power spokesmen, advocates-and critics. Though a highly controversial figure, the very controversy that surrounds him offers to us a testimonial of the value and depth of his work, and the need for airmen today to become familiar with his thought. The progressive development of air power to the point where, today, it is more correct to refer to aerospace power has not outdated the notions of Douhet in the slightest In fact, in many ways, the kinds of technological capabilities that we enjoy as a global air power provider attest to the breadth of his vision. Douhet, together with Hugh “Boom” Trenchard of Great Britain and William “Billy” Mitchell of the United States, is justly recognized as one of the three great spokesmen of the early air power era. This reprint is offered in the spirit of continuing the dialogue that Douhet himself so perceptively began with the first edition of this book, published in 1921. Readers may well find much that they disagree with in this book, but also much that is of enduring value. The vital necessity of Douhet’s central vision-that command of the air is all important in modern warfare-has been proven throughout the history of wars in this century, from the fighting over the Somme to the air war over Kuwait and Iraq.
Download or read book School Family and Community Partnerships written by Joyce L. Epstein and published by Corwin Press. This book was released on 2018-07-19 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strengthen programs of family and community engagement to promote equity and increase student success! When schools, families, and communities collaborate and share responsibility for students′ education, more students succeed in school. Based on 30 years of research and fieldwork, the fourth edition of the bestseller School, Family, and Community Partnerships: Your Handbook for Action, presents tools and guidelines to help develop more effective and more equitable programs of family and community engagement. Written by a team of well-known experts, it provides a theory and framework of six types of involvement for action; up-to-date research on school, family, and community collaboration; and new materials for professional development and on-going technical assistance. Readers also will find: Examples of best practices on the six types of involvement from preschools, and elementary, middle, and high schools Checklists, templates, and evaluations to plan goal-linked partnership programs and assess progress CD-ROM with slides and notes for two presentations: A new awareness session to orient colleagues on the major components of a research-based partnership program, and a full One-Day Team Training Workshop to prepare school teams to develop their partnership programs. As a foundational text, this handbook demonstrates a proven approach to implement and sustain inclusive, goal-linked programs of partnership. It shows how a good partnership program is an essential component of good school organization and school improvement for student success. This book will help every district and all schools strengthen and continually improve their programs of family and community engagement.
Download or read book The Glossary of Prosthodontic Terms written by and published by . This book was released on 1994 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Racing Against History written by Rick Richman and published by Encounter Books. This book was released on 2018-01-30 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Racing Against History is the stunning story of three powerful personalities who sought in 1940 to turn the tide of history. David Ben-Gurion, Vladimir Jabotinsky, and Chaim Weizmann—the leaders of the left, right, and center of Zionism—undertook separate missions that year to America, then frozen in isolationism, to seek support for a Jewish army to fight Hitler. Their efforts were at once heroic and tragic. The book presents a portrait of three historic figures and the American Jewish community—at the beginning of the most consequential decade in modern Jewish history—and a cautionary tale about divisions within the Jewish community at a time of American isolationism. Based on previously unpublished materials, the book sheds new light on Zionism in America and the history of World War II, and it aims to stimulate discussion about the evolving relationship between Israel and American Jews, as the Jewish State approaches its 70th anniversary under the continuing threat of annihilation. A book for general readers, history buffs and academics alike, it includes 75 pages of End Notes that enable readers to pursue the stunning story in further depth.
Download or read book Corporate Rescue Law an Anglo American Perspective written by Gerard McCormack and published by Edward Elgar Publishing. This book was released on 2008-01-01 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: . . . a highly readable and informative text and an excellent addition to insolvency scholarship. . . In their entirety, the chapters of Corporate Rescue Law An Anglo-American Perspective represent one of the most incisive and relevant treatments of comparative insolvency regimes to date. . . This book is an absolute boon: it provides the reader with a mass of legal and practical insights into the workings of two ostensibly divergent systems and challenges received wisdom in a fluent and persuasive manner. Not only are legal differences examined through the lens of practice, but also commercial, philosophical and social responses to failure are considered and highlighted as possible drivers of those real distinctions that do exist. Professor McCormack has produced an exceptional work that should be required reading for academics, practitioners and policy makers alike, and is to be warmly congratulated. Sandra Frisby, Banking and Finance Law Review The issues are well chosen. They are easily the most important aspects of any corporate rescue law. The careful analysis of the technical provisions, the incorporation of the extensive scholarship on the two corporate rescue regimes and the reference to practice in the real world all help to make these chapters an indispensable tool for any scholar wishing to gain a better understanding of the similarities and differences of English and American corporate rescue laws. . . This monograph could not have come at a better time. . . The comparative account in this book will help law reformers, judges and scholars to have a better grasp of the issues and appreciate better how the two systems have dealt with them. . . Comparative law has a critical role to play in promoting mutual understanding and respect. It is hoped that this monograph will help in that respect. Wee Meng Seng, Singapore Journal of Legal Studies This book offers an unprecedented and detailed comparative critique of Anglo-American corporate bankruptcy law. It challenges the standard characterisation that US law in the sphere of corporate bankruptcy is pro-debtor and UK law is pro-creditor , and suggests that the traditional thesis is, at best, a potentially misleading over-simplification. Gerard McCormack offers the conclusion that there is functional convergence in practice, while acknowledging that corporate rescue, as distinct from business rescue, still plays a larger role in the US. The focus is on corporate restructurings with in-depth scrutiny of Chapter 11 of the US Bankruptcy Code and the UK Enterprise Act, and offers other comparative oversights. Integrating theoretical and practical insights, this book will be of great interest to academics and practitioners, and also to policymakers in the DTI, Insolvency Service and regulatory bodies.
Download or read book Ego Is the Enemy written by Ryan Holiday and published by Penguin. This book was released on 2016-06-14 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: The instant Wall Street Journal, USA Today, and international bestseller “While the history books are filled with tales of obsessive visionary geniuses who remade the world in their image with sheer, almost irrational force, I’ve found that history is also made by individuals who fought their egos at every turn, who eschewed the spotlight, and who put their higher goals above their desire for recognition.” —from the prologue Many of us insist the main impediment to a full, successful life is the outside world. In fact, the most common enemy lies within: our ego. Early in our careers, it impedes learning and the cultivation of talent. With success, it can blind us to our faults and sow future problems. In failure, it magnifies each blow and makes recovery more difficult. At every stage, ego holds us back. Ego Is the Enemy draws on a vast array of stories and examples, from literature to philosophy to history. We meet fascinating figures such as George Marshall, Jackie Robinson, Katharine Graham, Bill Belichick, and Eleanor Roosevelt, who all reached the highest levels of power and success by conquering their own egos. Their strategies and tactics can be ours as well. In an era that glorifies social media, reality TV, and other forms of shameless self-promotion, the battle against ego must be fought on many fronts. Armed with the lessons in this book, as Holiday writes, “you will be less invested in the story you tell about your own specialness, and as a result, you will be liberated to accomplish the world-changing work you’ve set out to achieve.”
Download or read book Air Force Combat Units of World War II written by Maurer Maurer and published by DIANE Publishing. This book was released on 1961 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Illinois 2021 Rules of the Road written by State of State of Illinois and published by . This book was released on 2021-07-19 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: Illinois 2021 Rules of the Road handbook, drive safe!
Download or read book Armor written by and published by . This book was released on 2008 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The magazine of mobile warfare.
Download or read book Maker of Modern Arabia written by Ameen Fares Rihani and published by . This book was released on 1928 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advances on Intelligent Informatics and Computing written by Faisal Saeed and published by Springer Nature. This book was released on 2022-03-29 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents emerging trends in intelligent computing and informatics. This book presents the papers included in the proceedings of the 6th International Conference of Reliable Information and Communication Technology 2021 (IRICT 2021) that was held virtually, on Dec. 22-23, 2021. The main theme of the book is “Advances on Intelligent Informatics and Computing”. A total of 87 papers were submitted to the conference, but only 66 papers were accepted and published in this book. The book presents several hot research topics which include health informatics, artificial intelligence, soft computing, data science, big data analytics, Internet of Things (IoT), intelligent communication systems, cybersecurity, and information systems.
