Jacob's Book Garden

dimgsgnlmqvcaefw – Read and download Ethem Alpaydin’s book Machine Learning : The New AI in PDF, EPub, Mobi, Kindle online. Book Machine Learning : The New AI by Ethem Alpaydin

Machine Learning : The New AI
by Ethem Alpaydin

Summary: A concise overview of machine learning-computer programs that learn from data-which underlies applications that include recommendation systems, face recognition, and driverless cars. Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition-as well as some we don’t yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as “Big Data” has gotten bigger, the theory of machine learning-the foundation of efforts to process that data into knowledge-has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today’s machine learning boom in context. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of “data science,” and discusses the ethical and legal implications for data privacy and security. show more

See other books similar to Machine Learning : The New AI by Ethem Alpaydin pdf:

Data Science, Information and Society, The Internet of Things, Computational Thinking, Metadata, Cloud Computing, The Future, The Technological Singularity, Machine Translation, Visualization Analysis and Design, Machine Learning For Dummies, Deep Learning, Practical Augmented Reality, Seasonal Associate, The Fourth Revolution, Zero History, Cryptanalysis, Robots, Information and the Modern Corporation, Becoming Superman

Product details Format Paperback | 224 pages Dimensions 127 x 178 x 11mm | 181.44g Publication date 25 Nov 2016 Publisher MIT Press Ltd Imprint MIT Press Publication City/Country Cambridge, United States Language English Illustrations note 10 b&w illus.; 20 Illustrations, unspecified ISBN10 0262529513 ISBN13 9780262529518 Bestsellers rank 93,656

Focusing on the systems and engineering aspects of acoustics, this text emphasizes the importance of speech and hearing in our lives. The classic resource for undergraduate microbiology laboratory courses just keeps getting better. Its innovation is reflected in its extensive use of small business examples, the integration of new technology learning tools, superior end-of-chapter material, and a highly engaging, pedagogical design. This book presents cultural anthropology in a way that is both captivating and relevant to today’s student at a price that they prefer. Real-life case studies are incorporated into each chapter, helping readers to hone their decision-making skills and to understand how the chapter material relates to practical applications. “Corporate Finance: Core Principles and Applications, 3rd edition”, by Ross, Westerfield, Jaffe and Jordan was written to convey the most important corporate finance concepts and applications at a level that is approachable to the widest possible audience. An online Instructor’s Resource Guide with testing material is available for each Taking Sides volume. For introductory courses on Spectral Analysis at the graduate or advanced undergraduate level. University Physics, 1e by Bauer and Westfall is a comprehensive text with enhanced calculus coverage incorporating a consistently used 7-step problem solving method. “Supervision: Key Link to Productivity” by Rue and Byars is a solid text written for student appeal in terms of its approach and readability. Machine Learning : The New AI by Ethem Alpaydin The text’s premise is that being a scientist is not required for understanding and using forensic science, but that a greater understanding of science lends itself to better use of the techniques of forensic science. Kindergarten offers a colorful, large-format chart that motivates students to build early social studies concepts and skills, and play at the same time! Grade 1 (substitute each grade 1 thru 6 as needed) is designed with colorful, powerful images and readable text to make Social Studies more relevant than ever before. Designed for students beginning their first systematic study of the Christian Scriptures, “The New Testament: A Student’s Introduction” traces the New Testament’s chronological, thematic, and literary development through thorough examination of each book. We’ve aligned our Test Bank with the new AACSB guidelines, tagging each question according to its knowledge and skills areas. “Camino Oral” offers third and fourth year Spanish students a clear, concise introduction to the sounds of Spanish, how they are produced, and the dialectical variations that occur around the Spanish-speaking world. ” Mathematics for Elementary Teachers: An Activity Approach ” can be used independently or along with its companion, ” Mathematics for Elementary Teachers: A Conceptual Approach. This up-to-date introduction to finance, written for hospitality students, explains and demonstrates the importance of financial management within the hospitality organization. Along with the need to understand the functions of these devices comes the necessity to measure both component and network performance, and to model and stimulate the complex behavior of reliable high-capacity networks. A fresh new design, updated content throughout, and a host of new activities reinforce the approach that has made the Ready to Write series a classroom favorite for more than two decades. Also other file formats may be included in this archive: pdf, epub, fb2, mobi