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Machine Learning (CourseraArchive) 29 个评论 关注 主页: https://www.coursera.org/course/ml 简介: Learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. |
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Neural Networks for Machine Learning (CourseraArchive) 5 个评论 关注 主页: https://www.coursera.org/course/neuralnets 简介: Learn about artificial neural networks and how they're being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc. We'll emphasize both the basic algorithms and the practical tricks needed to get them to work well. |
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Machine Learning (CourseraArchive) 7 个评论 关注 主页: https://www.coursera.org/course/machlearning 简介: Why write programs when the computer can instead learn them from data? In this class you will learn how to make this happen, from the simplest machine learning algorithms to quite sophisticated ones. Enjoy! |
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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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Computational Methods for Data Analysis (CourseraArchive) 1 个评论 关注 主页: https://www.coursera.org/course/compmethods 简介: Exploratory and objective data analysis methods applied to the physical, engineering, and biological sciences.
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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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CVX101: Convex Optimization (Stanford Online) 1 个评论 关注 主页: https://class.stanford.edu/courses/Engineering/CVX101/Winter2014/about 简介: |
