Machine Learning For Planetary Science, Helbert, Joern
Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 66520.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Christopher M. Bishop Название: Pattern Recognition and Machine Learning ISBN: 0387310738 ISBN-13(EAN): 9780387310732 Издательство: Springer Рейтинг: Цена: 79190.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
Автор: Brynjolfsson Erik, McAfee Andrew Название: The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies ISBN: 0393350649 ISBN-13(EAN): 9780393350647 Издательство: Wiley Рейтинг: Цена: 15830.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: A New York Times Bestseller. A "fascinating" (Thomas L. Friedman, New York Times) look at how digital technology is transforming our work and our lives.
Автор: Kevin Murphy Название: Machine Learning ISBN: 0262018020 ISBN-13(EAN): 9780262018029 Издательство: MIT Press Рейтинг: Цена: 124150.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.
Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.
The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package -- PMTK (probabilistic modeling toolkit) -- that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
Автор: Scholastic Название: Joey Drew Studios Employee Handbook (Bendy and the Ink Machine) ISBN: 1338343920 ISBN-13(EAN): 9781338343922 Издательство: Scholastic Рейтинг: Цена: 11750.00 T Наличие на складе: Нет в наличии. Описание: Bendy and the Ink Machine is a horror game that begins in the fardays of animation`s past and ends in a very dark future. Explorethe world with this creepy in-world handbook!
Автор: Guido Sarah Название: Introduction to Machine Learning with Python ISBN: 1449369413 ISBN-13(EAN): 9781449369415 Издательство: Wiley Рейтинг: Цена: 63350.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions.
Автор: Miroslav Kubat Название: An Introduction to Machine Learning ISBN: 3319348868 ISBN-13(EAN): 9783319348865 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications.
Автор: Barbara Norman Название: Sustainable Pathways for our Cities and Regions: Planning within Planetary Boundaries ISBN: 1138188301 ISBN-13(EAN): 9781138188303 Издательство: Taylor&Francis Рейтинг: Цена: 153120.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book builds on the recent publications on cities and climate change, resilient cities and coasts, and sustainable cities, and looks at the ways in which current planning approaches will need to be adapted to embrace concepts including green growth, planetary boundaries, healthy cities and longer-term sustainability.
Автор: Goodman John Oxenham Название: Planetary and Stellar Concepts in Playing Cards: Card Games with Stars, Planets, Dwarf Planets and Minor Planets ISBN: 1984963600 ISBN-13(EAN): 9781984963604 Издательство: Неизвестно Цена: 28680.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book displays images of cards designed for new card games based on the 88 constellations, the 12 signs of the zodiac, as well as the planets, dwarf planets, minor planets and their moons. The historical and cultural origins of the 215 images I have drawn for these card games are fully explained in 220 pages of text. Ancient legends surrounding the Ptolemaic constellations are examined in detail as are the Greco-Roman myths related to the planets and their moons. Chinese mythology related to the Shang Dynasty sun birds, the moon goddess Chang E and the Chinese equivalent of planet Venus are also included. The first game arranges the 88 constellations around the celestial sphere and divides them into four suits. There is a special symbol for each of the four suits and each suit contains three signs of the zodiac. There are also families of cards which have special scores. The constellations of the larger and smaller bear, the larger and smaller dog, Leo and the smaller lion and other similar pairs have a special function in the game. The next game, of 126 cards, is based on the sun, planets and moons of the solar system. There are four basic suits which include 10 images of the sun, followed by 10 images of the planets, dwarf planets and minor planets. Then there are four dependent suits (or sub-suits) of 13 cards for the 13 largest moons of Jupiter, Saturn, Uranus and Neptune. The images of the sun include Greco-Roman images of Helios and Sol Invictus "the Invincible Sun." These are complemented by an image of Pharaoh Akhenaten (reign 1353-1336 BC) making offerings to the Egyptian sun god Aten. Then the emphasis shifts back to 1600 BC, to the Chinese Shang Dynasty when people believed that the 10 suns of a 10-day week were carried across the sky by 10 sun birds. I have created an image of a sun bird resting with its sun in the Fu Sang Tree in the east and preparing for its long flight across the sky. On arrival in the far west it needs to cool off and extinguish the flames of its sun in the waters of the dark Yu Gu Valley and then sleep in the Ruo Mu Tree before taking the extinguished sun back to the east to begin the procedure again. There is also a card devoted to the Chinese culture hero Fu Xi carrying the sun and its sun bird. He was regarded as a sun god during the Eastern Han Dynasty (25-220 AD). The suit of planets is next and it also has 10 cards even though there are only eight planets in the solar system, including Earth. A Chinese female version of the planet Venus together with grey-haired Tai Bai Jin Xing brings the number to 10. Then there are four images of Earth's moon, two of them of Greco-Roman origin and two of Chinese origin. The Chinese moon goddess Chang E is one of them and Nu Wa the wife of Fu Xi is the other. Nu Wa was regarded as a moon goddess during the Eastern Han Dynasty. Four dependent suits (or sub-suits) of the 13 largest moons of Jupiter, Saturn, Uranus and Neptune are used in this game. The idea of a suit within a suit was inspired by my study of the numbering systems of the world entitled The Book of Numbers: Images of the World's Ancient and Modern Numerals with Explanations, Amazon 2017. There we can see a base-10 system within a base-60 system employed by the ancient Babylonians and the ancient Mayan base-20 system has a base-5 concept in the design of symbols. The remaining two suits are of 10 Dwarf Planets with 13 of their moons and 10 Minor Planets with 13 moons. My books on playing cards include the following: The Invention of Playing Cards in China, their Arrival in Europe and their Role in the Development of Mahjong, Amazon 2016; New Concepts in Playing Cards and Tarot: Five Newly Designed Packs of Cards with Chinese Symbolism, Amazon 2016; A Chinese Version of Tarot explained in Detail: Five Suits based on the Five Elements, Amazon 2017; Fortune Stars, Immortals and Dragon Sons: Three Newly Designed Packs of Cards based on Chinese Cultural Concepts, Amazon 20
Автор: Arnaudov Название: Planetary Gear Trains ISBN: 1138311855 ISBN-13(EAN): 9781138311855 Издательство: Taylor&Francis Рейтинг: Цена: 148010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides comprehensive information for various planetary gear trains, with practical applications and a comprehensive list of references. In the text`s chapters, readers can find the all information needed for major types of gear trains. The text includes many illustrations, and examples from practice.
Автор: Gordon R. Osinski Название: Large Meteorite Impacts and Planetary Evolution V ISBN: 0813725186 ISBN-13(EAN): 9780813725185 Издательство: Amazon Internet Рейтинг: Цена: 104500.00 T Наличие на складе: Невозможна поставка.
