Items related to Probability and Statistics for Machine Learning: A...
- PublisherSpringer
- Publication date2024
- ISBN 10 3031532813
- ISBN 13 9783031532818
- BindingHardcover
- LanguageEnglish
- Number of pages540
Search results for Probability and Statistics for Machine Learning: A...
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-375862
Quantity: 6 available
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABTA-113840
Quantity: 2 available
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9783031532818
Quantity: Over 20 available
Stock Image
Probability and Statistics for Machine Learning
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-372685
Quantity: 1 available
Stock Image
Probability and Statistics for Machine Learning
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
HRD. Condition: Used - Very Good. Used - Like New Book. Shipped from UK. Established seller since 2000. Seller Inventory # P1-9783031532818
Quantity: 1 available
Stock Image
Probability and Statistics for Machine Learning (Hardcover)
Published by
Springer International Publishing AG, Cham, 2024
ISBN 10: 3031532813
ISBN 13: 9783031532818
New
Hardcover
Seller: Grand Eagle Retail, Fairfield, OH, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. This book covers probability and statistics from the machine learning perspective. The chapters of this book belong to three categories:1. The basics of probability and statistics: These chapters focus on the basics of probability and statistics, and cover the key principles of these topics. Chapter 1 provides an overview of the area of probability and statistics as well as its relationship to machine learning. The fundamentals of probability and statistics are covered in Chapters 2 through 5.2. From probability to machine learning: Many machine learning applications are addressed using probabilistic models, whose parameters are then learned in a data-driven manner. Chapters 6 through 9 explore how different models from probability and statistics are applied to machine learning. Perhaps the most important tool that bridges the gap from data to probability is maximum-likelihood estimation, which is a foundational concept from the perspective of machine learning. This concept is explored repeatedly in these chapters.3. Advanced topics: Chapter 10 is devoted to discrete-state Markov processes. It explores the application of probability and statistics to a temporal and sequential setting, although the applications extend to more complex settings such as graphical data. Chapter 11 covers a number of probabilistic inequalities and approximations.The style of writing promotes the learning of probability and statistics simultaneously with a probabilistic perspective on the modeling of machine learning applications. The book contains over 200 worked examples in order to elucidate key concepts. Exercises are included both within the text of the chapters and at the end of the chapters. The book is written for a broad audience, including graduate students, researchers, and practitioners. This book covers probability and statistics from the machine learning perspective. From probability to machine learning: Many machine learning applications are addressed using probabilistic models, whose parameters are then learned in a data-driven manner. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783031532818
Quantity: 1 available
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: Russell Books, Victoria, BC, Canada
Seller rating 4 out of 5 stars
hardcover. Condition: New. 2024th Edition. Special order direct from the distributor. Seller Inventory # ING9783031532818
Quantity: Over 20 available
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. 2024th edition NO-PA16APR2015-KAP. Seller Inventory # 26399311721
Quantity: 1 available
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: Majestic Books, Hounslow, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 398113974
Quantity: 1 available
Stock Image
Probability and Statistics for Machine Learning: A Textbook
Seller: Book Deals, Tucson, AZ, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. New! This book is in the same immaculate condition as when it was published 2.53. Seller Inventory # 353-3031532813-new
Quantity: 1 available