By Nikita DuggalLast updated on Jul 29, 2022. Read this AI Playbook for a personalized roadmap to a successful AI career, and take a sneak peek into the AI world. Example solutions for a subset of the exercises are available from the book web site, while solutions for the remainder can be obtained by instructors from the publisher. Artificial Intelligence Career Guide: A Comprehensive Playbook to Becoming an AI Expert. Extensive support is provided for course instructors, including more than 400 exercises, graded according to difficulty. The book is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. 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. No previous knowledge of pattern recognition or machine learning concepts is assumed. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. This completely new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning.
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