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Natural Language Processing (CourseraArchive) 7 个评论 关注 主页: https://www.coursera.org/course/nlangp 简介: Have you ever wondered how to build a system that automatically translates between languages? Or a system that can understand natural language instructions from a human? This class will cover the fundamentals of mathematical and computational models of language, and the application of these models to key problems in natural language processing. |
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Algorithms, Part I (CourseraArchive) 6 个评论 关注 主页: https://www.coursera.org/course/algs4partI 简介: This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers basic iterable data types, sorting, and searching algorithms. |
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Algorithms, Part II (CourseraArchive) 5 个评论 关注 主页: https://www.coursera.org/course/algs4partII 简介: This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. |
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Automata (CourseraArchive) 3 个评论 关注 主页: https://www.coursera.org/course/automata 简介: This course covers finite automata, context-free grammars, Turing machines, undecidable problems, and intractable problems (NP-completeness). |
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Introduction to Recommender Systems (CourseraArchive) 3 个评论 关注 主页: https://www.coursera.org/course/recsys 简介: This course introduces the concepts, applications, algorithms, programming, and design of recommender systems--software systems that recommend products or information, often based on extensive personalization. Learn how web merchants such as Amazon.com personalize product suggestions and how to apply the same techniques in your own systems! |
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StatLearning: Statistical Learning (Stanford Online) 3 个评论 关注 主页: https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about 简介: |
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Introduction to Probability - The Science of Uncertainty (EdxArchive) 3 个评论 关注 主页: https://www.edx.org/archive/introduction-probability-science-mitx-6-041x-0 简介: An introduction to probabilistic models, including random processes and the basic elements of statistical inference. |
