The clarity and eloquence of the presentation make it popular with teachers and students alike. The text aims to expand the reader's view of the field and to present standard material in a novel way. All of the most important topics in the field are covered with a fresh perspective, including iterative methods for systems of equations and eigenvalue problems and the underlying principles of conditioning and stability. Presentation is in the form of 40 lectures, which each focus on one or two central ideas. The unity between topics is emphasized throughout, with no risk of getting lost in details and technicalities. The book breaks with tradition by beginning with the QR factorization - an important and fresh idea for students, and the thread that connects most of the algorithms of numerical linear algebra.

    Reflecting the need for even minor programming in today's model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work.The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation.By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling.Web ResourceThe book is accompanied by an R package (rethinking) that is available on the author's website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.

    But building a machine learning system requires that you make practical decisions: Should you collect more training data? Should you use end-to-end deep learning? How do you deal with your training set not matching your test set? and many more. Historically, the only way to learn how to make these "strategy" decisions has been a multi-year apprenticeship in a graduate program or company. This is a book to help you quickly gain this skill, so that you can become better at building AI systems.

    The new edition provides invitations - not requirements - to use technology, as well as new conceptual problems, and new projects that focus on writing and working in teams.

    These vignettes serve as springboards to many telling perspectives: simple arithmetic puts life-long habits in a dubious new light; higher dimensional geometry helps us see that we're all rather peculiar; nonlinear dynamics explains the narcissism of small differences cascading into very different siblings; logarithms and exponentials yield insight on why we tend to become bored and jaded as we age; and there are tricks and jokes, probability and coincidences, and much more.For fans of Paulos or newcomers to his work, this witty commentary on his life--and yours--is fascinating reading.From the Trade Paperback edition.

    Each mini-chapter adds one feature to the ray tracer, and by the end the reader can produce the image on the book cover. Details of basic ray tracing code architecture and C++ classes are given.

    This overview has enabled students to make sense more easily of what instructors are doing when they produce proofs, theorems and formulas.

    Pages: 48. Chapters: Altheda, Altheda's potion, Altheda's wand, Amata, Amata's lover, Antioch Peverell, Antioch Peverell's first wand, Antioch Peverell's killer, Asha, Babbitty, Babbitty Rabbitty and her Cackling Stump, Brigade of Witch-Hunters, Cadmus Peverell, Cadmus Peverell's girlfriend, Cadmus Peverell's wand, Captain of the Brigade of Witch-Hunters, Charlatan, Cloak of Invisibility, Crystal casket, Death, Elder Wand, Enchanted garden, Evil sorcerer, Fountain, Gold statue of Babbitty, Grumble the Grubby Goat, Hairy Heart, Ignotus Peverell, Ignotus Peverell's son, Ignotus Peverell's wand, King, Kinsfolk, Maiden, Never-Ending Hill, Old man's donkey, Old man's family, Old man, Peasant woman's granddaughter, Peasant woman, Poisonous toadstool, Poultice for warts, Resurrection Stone, Sabre, Silver chalice, Sir Luckless, The Fountain of Fair Fortune, The Hopping Pot, The Tale of the Three Brothers, The Warlock's Hairy Heart, The Warlock's friends, The Wizard and the Hopping Pot, Warlock, Wizard's father, Wizard, Young woman's child, Young woman. Excerpt: Altheda was one of the three female protagonists in The Fountain of Fair Fortune, written by Beedle the Bard. Altheda was a witch who came to the Fountain in the hope of finding relief from poverty and despair, as her home, money, and wand had all been stolen by a Dark Wizard. After completing three trials, Altheda arrived at the Fountain with her companions Asha, Amata, and Sir Luckless. Before the four could decide who would get to bathe in the Fountain, however, Asha collapsed from exhaustion. Altheda quickly gathered some of the herbs that grew around the Fountain and prepared a potion for Asha. The potion not only saved Asha's life, but also cured her of the malady she suffered, which she had believed only the Fountain could heal. In curing Asha's sickness, Altheda realized that she had the means to earn a living, and thus had no need to...

     The first three feasts in the 1st month point to the Messiah's First Coming; the last three feasts in the 7th month, to His Second Coming. The middle feast highlights the Church, in more ways than is generally recognized. This briefing reveals the rich background of these feasts with many surprises for the Biblical believer, and yet only scratches the surface. The first half of this briefing pack is taught by Chuck Missler with the later half taught by Dan Stolebarger.

    This is the secret that lets tiny quantitative edges create hedge fund billionaires, and defines the powerful modern global derivatives economy. The same practical techniques are still used today by risk-takers in finance as well as many other fields. "Red-Blooded Risk" examines this approach and offers valuable advice for the calculated risk-takers who need precise quantitative guidance that will help separate them from the rest of the pack. While most commentators say that the last financial crisis proved it's time to follow risk-minimizing techniques, they're wrong. The only way to succeed at anything is to manage true risk, which includes the chance of loss. "Red-Blooded Risk" presents specific, actionable strategies that will allow you to be a practical risk-taker in even the most dynamic markets.Contains a secret history of Wall Street, the parts all the other books leave outIncludes an intellectually rigorous narrative addressing what it takes to really make it in any risky activity, on or off Wall StreetAddresses essential issues ranging from the way you think about chance to economics, politics, finance, and lifeWritten by Aaron Brown, one of the most calculated and successful risk takers in the world of finance, who was an active participant in the creation of modern risk management and had a front-row seat to the last meltdownWritten in an engaging but rigorous style, with no equationsContains illustrations and graphic narrative by renowned manga artist Eric KimThere are people who disapprove of every risk before the fact, but never stop anyone from doing anything dangerous because they want to take credit for any success. The recent financial crisis has swelled their ranks, but in learning how to break free of these people, you'll discover how taking on the right risk can open the door to the most profitable opportunities.

     Douglas Montgomery arms readers with the most effective approach for learning how to design, conduct, and analyze experiments that optimize performance in products and processes. He shows how to use statistically designed experiments to obtain information for characterization and optimization of systems, improve manufacturing processes, and design and develop new processes and products. You will also learn how to evaluate material alternatives in product design, improve the field performance, reliability, and manufacturing aspects of products, and conduct experiments effectively and efficiently. Discover how to improve the quality and efficiency of working systems with this highly-acclaimed book. This 6th Edition: Places a strong focus on the use of the computer, providing output from two software products: Minitab and DesignExpert. Presents timely, new examples as well as expanded coverage on adding runs to a fractional factorial to de-alias effects. Includes detailed discussions on how computers are currently used in the analysis and design of experiments. Offers new material on a number of important topics, including follow-up experimentation and split-plot design. Focuses even more sharply on factorial and fractional factorial design.

    Focused on helping students understand and construct proofs and expanding their mathematical maturity, this best-selling text is an accessible introduction to discrete mathematics. Johnsonbaugh's algorithmic approach emphasizes problem-solving techniques. The Seventh Edition reflects user and reviewer feedback on both content and organization.

    

    Confident America has been conquered, Satan prepares to initiate the final stage of his master plan, but it requires a willing partner—will she say yes?Convinced his demon general Lord Nefarious has successfully conquered America, Satan himself now decides it’s time for him to step out of the shadows and complete his master plan. But for it to succeed, he must find a willing partner… On the run, frightened, and alone, Rae is cornered one fateful night in a rundown motel room by the devil himself. He has a once-in-eternity offer for her—the chance to change the world forever. But to convince her to freely accept it, Satan needs to connect with Rae’s past, present, and future to prove to her he can be trusted after all. A showdown for the ages is officially on, and humanity hangs in the balance.

    As the river of life dries up, with each passing moment, our dreams of childhood give way to the reality of life, which is not always pleasant or fair. There is so much we don’t control and can’t change. In these difficult and lonely moments, we wonder if there is anyone in this world or any other whom we can count on. If faith moves mountains, then how do we build such faith and how do we know it will work for us? What is faith, anyway? From a physicist to a physician, an injured bird to an erudite Brahmin, people from different walks of life and religions share their incredible stories of rapid transformation, all united by the common thread of faith in one person – Om Swami. Every story makes you think and dares you to see the world differently. The Book of Faith is unlike anything ever written in the modern times.NAVJOT GAUTAM is a postgraduate in Journalism and Mass Communication from Punjabi University, Patiala. She has worked with top organizations in the fields of health, education, IT and hospitality.SADHVI VRINDA OM is an award-winning poet and author. She graduated from Sophia College, Ajmer, and went on to pursue an MBA. The turning point of her life though was to pen a mesmerizing non-fiction, Om Swami: As We Know Him. It has been hailed transformational by readers.