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Algorithms, Part I (Coursera) 6 个评论 关注

开始时间: 01/22/2016 持续时间: 6 weeks

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.

Data Analysis and Statistical Inference (Coursera) 1 个评论 关注

开始时间: 待定 持续时间: Unknown

主页: https://www.coursera.org/course/statistics

简介: This course introduces you to the discipline of statistics as a science of understanding and analyzing data. You will learn how to effectively make use of data in the face of uncertainty: how to collect data, how to analyze data, and how to use data to make inferences and conclusions about real world phenomena.

Information Theory (Coursera) 1 个评论 关注

开始时间: 待定 持续时间: Unknown

主页: https://www.coursera.org/course/informationtheory

简介: This course is an introduction to information theory, which emphasizes fundamental concepts as well as analytical techniques. Specific topics include: Information Measures, The I-Measure, Zero-Error Data Compression, Weak Typicality, Strong Typicality, Discrete Memoryless Channels, etc.

Mining Massive Datasets (Coursera) 1 个评论 关注

开始时间: 09/12/2015 持续时间: 7 weeks

主页: https://www.coursera.org/course/mmds

简介: This class teaches algorithms for extracting models and other information from very large amounts of data. The emphasis is on techniques that are efficient and that scale well.

算法设计与分析 Design and Analysis of Algorithms (Coursera) 0 个评论 关注

开始时间: 03/17/2015 持续时间: 13 weeks

主页: https://www.coursera.org/course/algorithms

简介: 学习面对实际问题如何设计算法与分析算法。

Text Retrieval and Search Engines (Coursera) 0 个评论 关注

开始时间: 03/16/2015 持续时间: 4 weeks

主页: https://www.coursera.org/course/textretrieval

简介: Search engines are essential tools for managing and mining big text data. Learn how search engines work, the major search algorithms, and how to optimize search accuracy.

Combinatorial Mathematics (edX) 0 个评论 关注

开始时间: 待定 持续时间: 11 weeks

主页: https://www.edx.org/course/combinatorial-mathematics-tsinghuax-60240013x-0

简介: 60240013x will not only provide a thorough understanding of the counting principles in our daily life, but also discover how the math knowledge could be applied in many areas such as computer science, and financial analysis.

Text Mining and Analytics (Coursera) 0 个评论 关注

开始时间: 06/08/2015 持续时间: 4 weeks

主页: https://www.coursera.org/course/textanalytics

简介: Explore algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.