Probabilistic Graphical Models (CourseraArchive) 5 个评论 关注

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

简介: In this class, you will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

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.

Social Network Analysis (CourseraArchive) 2 个评论 关注

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

简介: This course will use social network analysis, both its theory and computational tools, to make sense of the social and information networks that have been fueled and rendered accessible by the internet.

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!

StatLearning: Statistical Learning (Stanford Online) 3 个评论 关注

主页: https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about

简介:

CVX101: Convex Optimization (Stanford Online) 1 个评论 关注

主页: https://class.stanford.edu/courses/Engineering/CVX101/Winter2014/about

简介: