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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: Design and Analysis, Part 1 (CourseraArchive) 5 个评论 关注 主页: https://www.coursera.org/course/algo 简介: In this course you will learn several fundamental principles of algorithm design: divide-and-conquer methods, graph algorithms, practical data structures (heaps, hash tables, search trees), randomized algorithms, and more. |
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Algorithms (Udacity) 1 个评论 关注 主页: https://www.udacity.com/course/cs215 简介: Ever played the Kevin Bacon game? This class will show you how it works by giving you an introduction to the design and analysis of algorithms, enabling you to discover how individuals are connected. |
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Algorithms: Design and Analysis, Part 2 (CourseraArchive) 4 个评论 关注 主页: https://www.coursera.org/course/algo2 简介: In this course you will learn several fundamental principles of advanced algorithm design: greedy algorithms and applications; dynamic programming and applications; NP-completeness and what it means for the algorithm designer; the design and analysis of heuristics; and more. |
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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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Analysis of Algorithms (CourseraArchive) 1 个评论 关注 主页: https://www.coursera.org/course/aofa 简介: This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. In addition, this course covers generating functions and real asymptotics and then introduces the symbolic method in the context of applications in the analysis of algorithms and basic structures such as permutations, trees, strings, words, and mappings. |
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Analytic Combinatorics (CourseraArchive) 0 个评论 关注 主页: https://www.coursera.org/course/ac 简介: Analytic Combinatorics teaches a calculus that enables precise quantitative predictions of large combinatorial structures. This course introduces the symbolic method to derive functional relations among ordinary, exponential, and multivariate generating functions, and methods in complex analysis for deriving accurate asymptotics from the GF equations. |
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Python (Coursera专项课程) 5 个评论 关注 主页: http://www.codecademy.com/zh/tracks/python 简介: 课程名称：Python 课程概述：该课程旨在教授Python的基础知识和动态编程的基本概念。Python是一种通用编程语言，适用于多种应用场景。通过本课程，学员将能够掌握编程的基础，理解Python语言的核心特性，并学习如何应用动态编程技巧来解决复杂问题。 课程内容涵盖： - 编程基础知识 - Python的通用性 - 动态编程的理念与实践 无论您是编程新手还是希望提升技能的开发者，本课程都将为您打下坚实的基础。 |
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Introduction to Computer Science (Udacity) 6 个评论 关注 主页: https://www.udacity.com/course/cs101 简介: In this course you will learn key concepts in computer science and learn how to write your own computer programs in the context of building a web crawler. |
