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 Interaction of Color written by Josef Albers and published by Yale University Press. This book was released on 2013-06-28 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: An experimental approach to the study and teaching of color is comprised of exercises in seeing color action and feeling color relatedness before arriving at color theory.

Download or read book SECRET OF THE HIMALAYAN TREASURE written by Mundra Divyansh and published by BecomeShakespeare.com. This book was released on 2019-01-24 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE OLDEST SECRET SOCIETY OF INDIA. THE GREATEST TREASURE IN THE HISTORY OF MANKIND. THE MOST EPIC MYSTERY OF THE ANCIENT WORLD. When the richest man of India confesses to being part of a secret society in a live press conference; chaos ensues. His daughter Aanya Vashishtha takes the help of Aarav Kohrrathi, a brilliant but egoistic treasure hunter and his friend Rehann to solve the mystery of The Ring of the Seven, a society of influential men who are tasked to protect the greatest treasure in history. What starts off as a quest to uncover her father’s secret leads them to something bigger which they themselves couldn’t have fathomed. They take the help from her father’s associate, Shayna Maheshwari, a billionaire banker and someone herself involved with the secret, as they progress towards a treasure hidden somewhere in the Himalayas. They brave bullets, puzzles, deadly chases, cult of assassins, and betrayal as their quest takes them across the length and breadth of South Asia; from the bustling metropolises of Mumbai and Delhi to the ancient temples of Nepal; from the serene beaches of Sri Lanka to the towering mountains of the Himalayas. They try to uncover a set of secret books of lost arts, which are believed to reveal the map of the treasure, and strive to discover the identities of the masters of the Ring of the Seven to solve the penultimate mystery. In a tale of love and loss, logic and emotions, religion and history, action and adventure, and the trial of a few good men against the most powerful organization in the history of mankind. Will they find the secret of the Himalayan treasure?

Download or read book How to Give Effective Feedback to Your Students Second Edition written by Susan M. Brookhart and published by ASCD. This book was released on 2017-03-10 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Properly crafted and individually tailored feedback on student work boosts student achievement across subjects and grades. In this updated and expanded second edition of her best-selling book, Susan M. Brookhart offers enhanced guidance and three lenses for considering the effectiveness of feedback: (1) does it conform to the research, (2) does it offer an episode of learning for the student and teacher, and (3) does the student use the feedback to extend learning? In this comprehensive guide for teachers at all levels, you will find information on every aspect of feedback, including • Strategies to uplift and encourage students to persevere in their work. • How to formulate and deliver feedback that both assesses learning and extends instruction. • When and how to use oral, written, and visual as well as individual, group, or whole-class feedback. • A concise and updated overview of the research findings on feedback and how they apply to today's classrooms. In addition, the book is replete with examples of good and bad feedback as well as rubrics that you can use to construct feedback tailored to different learners, including successful students, struggling students, and English language learners. The vast majority of students will respond positively to feedback that shows you care about them and their learning. Whether you teach young students or teens, this book is an invaluable resource for guaranteeing that the feedback you give students is engaging, informative, and, above all, effective.

Download or read book Beautiful Wild Flowers of America written by Isaac Sprague and published by . This book was released on 1882 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Fingerprint written by U. S. Department Justice and published by Createspace Independent Publishing Platform. This book was released on 2014-08-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of The Fingerprint Sourcebook originated during a meeting in April 2002. Individuals representing the fingerprint, academic, and scientific communities met in Chicago, Illinois, for a day and a half to discuss the state of fingerprint identification with a view toward the challenges raised by Daubert issues. The meeting was a joint project between the International Association for Identification (IAI) and West Virginia University (WVU). One recommendation that came out of that meeting was a suggestion to create a sourcebook for friction ridge examiners, that is, a single source of researched information regarding the subject. This sourcebook would provide educational, training, and research information for the international scientific community.

Download or read book Pieometry written by Lauren Ko and published by HarperCollins. This book was released on 2020-10-13 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York Times bestseller The pie-making genius behind the popular Instagram account @lokokitchen reveals the secrets of her mind-blowing creations in this gorgeous full-color cookbook featuring 50 incredible sweet and savory pie and tart designs In a few short years, Lauren Ko made all hell bake loose, going from novice pie baker to internet star and creator of today’s most surprising and delightful pie and tart designs. Her unique geometric style uses fruit and dough cut and woven into stunning shapes to highlight color and texture. With an elegant symmetry that matches their knockout flavor, her dazzlingly intricate and inventive designs look difficult to produce, but can be achieved with little more than a knife, ruler, and some patience. In Pieometry, Lauren reveals her secrets, sharing stories about her designs and the inspiration behind them. Warm and funny, she recounts the spectacular piesasters that led to some of her best creations, and breaks down her most beautiful designs, describing how to make naturally-colored dough, intricate weaves, and striking cut-out patterns. Pieometry provides clear, step-by-step instructions, accompanied by helpful photographs, which any patient baker can follow to build these pies from bottom crust to top in their own kitchens. Lauren makes it easy to mix and match doughs, fruits, fillings, and designs, and each recipe includes suggestions for alternative ingredients. Best of all, the beautiful finished pie and tart photos are just as much of a treat to look at as the pies are to eat. But even if you make a mistake here and there, her flavors save the day! When it comes to flavor, Pieometry offers a balance of sweet and savory pies that are a feast for the senses, including: Of a Shingle Mind: Honey ricotta tart with an herbed pastry shell and beets Berried Treasure: Lavender blackberry cream with a shortbread crust and berries Wave of Wonders: Cardamom coffee cream with a shortbread crust and pear Once in a Tile: Pumpkin black sesame pie with a black sesame crust C and Easy: Butternut bacon macaroni and cheese pie with a whole wheat cheddar chive crust Squiggle Room: Grilled cinnamon pineapple pie with a basic butter crust Whether you want to impress at the holidays or just spruce up a family meal, Pieometry is your guide to transforming a rustic traditional dessert into a modern masterpiece.

Download or read book Autonomous Horizons written by Greg Zacharias and published by Independently Published. This book was released on 2019-04-05 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr. Greg Zacharias, former Chief Scientist of the United States Air Force (2015-18), explores next steps in autonomous systems (AS) development, fielding, and training. Rapid advances in AS development and artificial intelligence (AI) research will change how we think about machines, whether they are individual vehicle platforms or networked enterprises. The payoff will be considerable, affording the US military significant protection for aviators, greater effectiveness in employment, and unlimited opportunities for novel and disruptive concepts of operations. Autonomous Horizons: The Way Forward identifies issues and makes recommendations for the Air Force to take full advantage of this transformational technology.

Download or read book The Hundred page Machine Learning Book written by Andriy Burkov and published by . This book was released on 2019 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.

Download or read book STRUCTURED COMPUTER ORGANIZATION written by and published by . This book was released on 1996 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Ecology written by Charles J. Krebs and published by Benjamin-Cummings Publishing Company. This book was released on 2001 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: This best-selling majors ecology book continues to present ecology as a series of problems for readers to critically analyze. No other text presents analytical, quantitative, and statistical ecological information in an equally accessible style. Reflecting the way ecologists actually practice, the book emphasizes the role of experiments in testing ecological ideas and discusses many contemporary and controversial problems related to distribution and abundance. Throughout the book, Krebs thoroughly explains the application of mathematical concepts in ecology while reinforcing these concepts with research references, examples, and interesting end-of-chapter review questions. Thoroughly updated with new examples and references, the book now features a new full-color design and is accompanied by an art CD-ROM for instructors. The field package also includes The Ecology Action Guide, a guide that encourages readers to be environmentally responsible citizens, and a subscription to The Ecology Place (www.ecologyplace.com), a web site and CD-ROM that enables users to become virtual field ecologists by performing experiments such as estimating the number of mice on an imaginary island or restoring prairie land in Iowa. For college instructors and students.

Download or read book Tolerable upper intake levels for vitamins and minerals written by European Commission. Scientific Committee on Food and published by . This book was released on 2006 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: