Автор: Mohri Mehryar, Rostamizadeh Afshin, Talwalkar Ameet Название: Foundations of Machine Learning, 2 ed. ISBN: 0262039400 ISBN-13(EAN): 9780262039406 Издательство: MIT Press Рейтинг: Цена: 12697.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.
This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these algorithms. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics.
Foundations of Machine Learning is unique in its focus on the analysis and theory of algorithms. The first four chapters lay the theoretical foundation for what follows; subsequent chapters are mostly self-contained. Topics covered include the Probably Approximately Correct (PAC) learning framework; generalization bounds based on Rademacher complexity and VC-dimension; Support Vector Machines (SVM); kernel methods; boosting; on-line learning; multi-class classification; ranking; regression; algorithmic stability; dimensionality reduction; learning automata and languages; and reinforcement learning. Each chapter ends with a set of exercises. Appendixes aoffer dditional material including concise probability review.
This second edition offers three new chapters, on model selection, maximum entropy models, and conditional entropy models. New material in the appendixes includes a major section on Fenchel duality, expanded coverage of concentration inequalities, and an entirely new entry on information theory. More than half of the exercises are new to this edition.
Автор: Ameet Studio Название: Lego Star Wars: A Search-And-Find Book ISBN: 054560804X ISBN-13(EAN): 9780545608046 Издательство: Scholastic Цена: 822.00 р. Наличие на складе: Нет в наличии.
Описание: Perfect for fans of any age, this fun-filled activity book is based on the LEGO(R) Star Wars(R) universe Star Wars is the most recognizable sci-fi brand to date, its legacy spanning generations. LEGO has proved itself to be a powerhouse among younger boys. Together, the two brands are unstoppable. Following on the success of our LEGO Star Wars publishing program, our favorite heroes and villains return in an action-filled and hilarious Search-and-Find
Описание: If you or someone you love is sad, angry, tired, depressed, unhealthy or anxious, and you desire happiness, energy and health, there are easy ways to do this using holistic medicine and emotional release. Anxiety, depression, OCD, fatigue, insomnia and hormonal, sexual, weight and health issues quickly improve and rarely return when you fix their root cause. Dr. Ameet simplifies how to affordably combine holistic medicine with emotional healing to treat the root cause of emotional, physical and sexual issues. You get specific protocols to heal root causes like your diet, leaky gut, inflammation, liver, hormones, toxins, adrenal fatigue and emotional stress and trauma. Imagine finding the perfect supplements, herbs, homeopathic remedies, acupuncture points, Bach flower remedies and foods that will rapidly improve your mood, sex and health without overwhelming you or your budget. Why this book is a favorite: Dr. Hyla Cass MD says: "Ameet gives simple steps to help you recover from anxiety, depression, stress and burnout, and with long-lasting results." There's amazing details on holistic therapies and specific exercises to release emotional stress and trauma which affects your emotions and health. When you're done reading this book, you'll be more in control of your health.
Описание: Owen, Claire, Blue, and the rest of the LEGO Jurassic World gang all appear in this fun-filled activity book with tons of stickers A fun-filled activity book that packs a big bite, this jumbo-sized adventure features Owen, Claire, Blue, and the biggest dinosaur stars of LEGO Jurassic World With tons of puzzles, activities, and over 350 stickers, this activity book is sure to be a hit with the hungriest of dinosaur fans.
Описание: Join Ariel and her friends in this fun-filled activity book that comes with a minibuild and mini Sebastian the crab Welcome to the enchanting world of LEGO(R) Disney Princess(TM) -- full of beautiful dreams, castles, parties, and friendships Build Sebastian the crab's secret shell and then head off on a magical adventure as you complete puzzles, read comics, and more alongside the princesses
Автор: Ameet Studio Название: Activity Book with Minifigure (Lego Ninjago) ISBN: 1338581953 ISBN-13(EAN): 9781338581959 Издательство: Scholastic Цена: 1174.00 р. Наличие на складе: Нет в наличии.
Описание: The Masters of Spinjitzu burst into action in this hilarious activity book that comes with a LEGO minifigure An action-packed activity book featuring a LEGO Ninjago minifigure The ninja are facing the ultimate challenge. A villain from their past is back and more evil than ever. Do the ninja have the strength to endure? Help them outwit their opponents in the activities and puzzles inside, and defeat their enemies
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