Advanced Data Structures (MIT公开课) 0 个评论 关注

开始时间: 04/22/2022 持续时间: 未知

主页: http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012

简介: Data structures play a central role in modern computer science. You interact with data structures even more often than with algorithms (think Google, your mail server, and even your network routers). In addition, data structures are essential building blocks in obtaining efficient algorithms. This course covers major results and current directions of research in data structure.

计算广告学 (CourseraArchive) 5 个评论 关注

开始时间: 04/22/2022 持续时间: 8 weeks

主页: http://study.163.com/course/courseMain.htm?courseId=321007

简介: 本课程从计算广告各个阶段所遇到的市场挑战为出发点，清晰解释了广告市场纷繁复杂的产品逻辑，并且对其中的关键技术和算法做了深入的探讨。依次介绍了合约广告系统(Agreement-based Advertising)，竞价广告系统(Auction-based Advertising)，广告交易市场(Ad Exchange)等重要课题。

分布式系统导论 (CourseraArchive) 1 个评论 关注

开始时间: 04/22/2022 持续时间: 15 weeks

主页: http://www.sheetoo.com/app/course/overview?course_id=203

简介: 本课程着重讲述分布式系统的原理与实现，包括分布式环境下编程的基本概念与编程方法，分布式锁，多机备份，一致性问题，可扩展性、安全等相关机制。并且分析了这些原理是如何应用在当前流行的分布式系统中的，如Google File System，MapReduce，Peer to Peer系统，Google BigTable，Amazon Dynamo等。

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

开始时间: 04/22/2022 持续时间: 未知

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

简介: This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).

Game Theory (CourseraArchive) 1 个评论 关注

开始时间: 04/22/2022 持续时间: 9 weeks

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

简介: The course covers the basics: representing games and strategies, the extensive form (which computer scientists call game trees), repeated and stochastic games, coalitional games, and Bayesian games (modeling things like auctions).

Introduction to Natural Language Processing (CourseraArchive) 0 个评论 关注

开始时间: 04/22/2022 持续时间: 12 weeks

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

简介: This course provides an introduction to the field of Natural Language Processing, including topics like Parsing, Semantics, Question Answering, and Sentiment Analysis.