计算机科学 公开课(字母序)

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db: Introduction to Databases (Stanford Online) 1 个评论 关注

开始时间: 01/06/2014 持续时间: 未知

主页: https://class.stanford.edu/courses/Engineering/db/2014_1/about

简介: "Introduction to Databases" was one of Stanford's inaugural three massive open online courses in the fall of 2011 and was offered again in early 2013. January 2014 will mark its third offering. The course includes video lectures and demos with in-video quizzes to check understanding, in-depth standalone quizzes, a wide variety of automatically-checked interactive programming exercises, midterm and final exams, a discussion forum, optional additional exercises with solutions, and pointers to readings and resources. Taught by Professor Jennifer Widom, the curriculum draws from Stanford's popular Introduction to Databases course.

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

开始时间: 01/20/2014 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).

Java程序设计 (Coursera) 1 个评论 关注

开始时间: 04/13/2015 持续时间: 12 weeks

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

简介: 《Java程序设计》课程是使用Java语言进行应用程序设计的课程,针对各专业的大学本科生开设。课程的主要目标有三: 一、掌握Java语言的语法,能够较为深入理解Java语言机制,掌握Java语言面向对象的特点。 二、掌握JavaSE中基本的API,掌握在集合、线程、输入输出、图形用户界面、网络等方面的应用。三、能够编写有一定规模的应用程序,养成良好的编程习惯,会使用重构、设计模式、单元测试、日志、质量管理工具提高代码的质量。 对于学过“计算机基础、计算概论或C语言的学生”尤为适用。

算法基础 (Coursera) 0 个评论 关注

开始时间: 07/21/2015 持续时间: 8 weeks

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

简介: 本课程内容程涵盖枚举、二分、贪心、递归、深度优先搜索、广度优先搜索、动态规划等基本算法。通过大量的高强度的编程训练,提高动手能力,做到能较为熟练、完整、准确地实现自己设计的程序,为进一步学习其他计算机专业课程,或在其他专业领域运用计算机编程解决问题奠定良好的基础。

计算导论 (Coursera) 0 个评论 关注

开始时间: 07/21/2015 持续时间: 8 weeks

主页: https://www.coursera.org/learn/spic1

简介: 本课程的目的有二:其一,帮助同学们了解计算机的基本运行原理,了解程序运行的基本原理,了解计算机的发展状态及趋势。其二,引导同学们逐步进入"计算机程序设计语言"的学习。我们希望本课程为同学们解答如下一些问题:计算机为什么能够进行计算?计算机程序是怎样运行的?计算机未来可能的发展趋势有哪些?程序是如何编写出来的?如何学习程序设计语言?程序设计语言的基本成分有哪些? 完成本课程,表明同学们已经了解了计算机运行的基本原理,了解了计算机程序的基本特性。

计算机辅助翻译原理与实践 (学堂在线) 0 个评论 关注

开始时间: 10/20/2013 持续时间: 未知

主页: https://www.xuetangx.com/courses/PekingX/01718330X/_/about

简介: 本课程适用于翻译硕士专业研究生、外语专业高年级本科生、翻译工作者以及外语爱好者等。

2006年计算机科学_全32集_网易公开课 (网易公开课) 0 个评论 关注

开始时间: 随时 持续时间: 哈佛大学公开课:2006年计算机科学

主页: http://v.163.com/special/opencourse/computerscience2006.html

简介: Computer Science E-1
Understanding Computers and the Internet

3D Printing Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 11/20/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/3d-printing

简介: Turn your Ideas into Objects-Obtain the knowledge, skills, and tools to help you turn your ideas into objects via 3D printing.

Advanced Algorithms and Complexity (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/advanced-algorithms-and-complexity

简介: You've learned the basic algorithms now and are ready to step into the area of more complex problems

Advanced Data Structures (MIT OCW) 0 个评论 关注

开始时间: 01/01/2014 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.

Advanced Machine Learning Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/aml

简介: Deep Dive Into The Modern AI Techniques-You will teach computer to see, draw, read, talk, play games and solve industry problems.

Agile Development Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/agile-development

简介: Drive to Value with Agile Methods-Master an adaptive approach to product development

Algorithmic Thinking (Coursera) 0 个评论 关注

开始时间: 08/25/2014 持续时间: 8 weeks

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

简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction that is beyond that of any particular programming language. This class is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to computational problems.

Algorithmic Thinking (Part 1) (Coursera) 0 个评论 关注

开始时间: 01/16/2016 持续时间: 4 weeks

主页: https://www.coursera.org/course/algorithmicthink1

简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction that is beyond that of any particular programming language. This two-part class is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to computational problems.

Algorithmic Thinking (Part 1) (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/algorithmic-thinking-1

简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction t

Algorithmic Thinking (Part 2) (Coursera) 0 个评论 关注

开始时间: 02/20/2016 持续时间: 4 weeks

主页: https://www.coursera.org/course/algorithmicthink2

简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction that is beyond that of any particular programming language. This two-part class is designed to train students in the mathematical concepts and process of "Algorithmic Thinking", allowing them to build simpler, more efficient solutions to computational problems.

Algorithmic Thinking (Part 2) (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/algorithmic-thinking-2

简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction t

Algorithmic Toolbox (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/algorithmic-toolbox

简介: The course covers basic algorithmic techniques and ideas for computational problems arising frequent

Algorithms (Udacity) 1 个评论 关注

开始时间: 随时 持续时间: 自主

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.

Algorithms on Graphs (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/algorithms-on-graphs

简介: If you have ever used a navigation service to find optimal route and estimate time to destination, y

Algorithms on Strings (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/algorithms-on-strings

简介: World and internet is full of textual information. We search for information using textual queries,

Algorithms Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/algorithms

简介: Learn To Think Like A Computer Scientist-Master the fundamentals of the design and analysis of algorithms.

Algorithms, Biology, and Programming for Beginners (Coursera) 0 个评论 关注

开始时间: 01/25/2016 持续时间: 8 weeks

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

简介: This course will cover algorithms for solving various biological problems along with a handful of programming challenges testing your ability to implement these algorithms. It offers a gentler-paced alternative to the instructors' two other courses, Bioinformatics Algorithms (Part 1 and Part 2).

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.

Algorithms, Part I (Coursera) 0 个评论 关注

开始时间: 12/25/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/algorithms-part1

简介: This course covers the essential information that every serious programmer needs to know about algor

Algorithms, Part II (Coursera) 5 个评论 关注

开始时间: 03/16/2016 持续时间: 6 weeks

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.

Algorithms, Part II (Coursera) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/learn/algorithms-part2

简介: This course covers the essential information that every serious programmer needs to know about algor

Algorithms: Design and Analysis, Part 1 (Coursera) 5 个评论 关注

开始时间: 10/05/2015 持续时间: 6 weeks

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.

Algorithms: Design and Analysis, Part 2 (Coursera) 4 个评论 关注

开始时间: 03/16/2015 持续时间: 6 weeks

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.

An Introduction to Consumer Neuroscience & Neuromarketing (Coursera) 0 个评论 关注

开始时间: 待定 持续时间: Unknown

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

简介: This course will introduce you to the multidisciplinary field of consumer neuroscience and neuromarketing. It will go through to the basic concepts of the human brain, the elements of the consumer mind, how it is studied, and how its insights can be applied in commercial and societal understandings of consumer behaviour.

An Introduction to Interactive Programming in Python (Coursera) 5 个评论 关注

开始时间: 待定 持续时间: Unknown

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

简介: This course is designed to be a fun introduction to the basics of programming in Python. Our main focus will be on building simple interactive games such as Pong, Blackjack and Asteroids.

An Introduction to Interactive Programming in Python (Part 1) (Coursera) 0 个评论 关注

开始时间: 01/09/2016 持续时间: 5 weeks

主页: https://www.coursera.org/course/interactivepython1

简介: This two-part course is designed to be a fun introduction to the basics of programming in Python. Our main focus will be on building simple interactive games such as Pong, Blackjack and Asteroids.

An Introduction to Interactive Programming in Python (Part 1) (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/interactive-python-1

简介: This two-part course is designed to help students with very little or no computing background learn

An Introduction to Interactive Programming in Python (Part 2) (Coursera) 0 个评论 关注

开始时间: 02/20/2016 持续时间: 4 weeks

主页: https://www.coursera.org/course/interactivepython2

简介: This two-part course is designed to be a fun introduction to the basics of programming in Python. Our main focus will be on building simple interactive games such as Pong, Blackjack and Asteroids.

An Introduction to Interactive Programming in Python (Part 2) (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/interactive-python-2

简介: This two-part course is designed to help students with very little or no computing background learn

An Introduction to Operations Management (Coursera) 1 个评论 关注

开始时间: 09/29/2014 持续时间: 8 weeks

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

简介: This course will teach you how to analyze and improve business processes, be it in services or in manufacturing. You will learn how to improve productivity, how to provide more choice to customers, how to reduce response times, and how to improve quality.

An Introduction to Programming the Internet of Things (IOT) Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/iot

简介: Create Your Own Internet of Things (IoT) Device-Design and create a simple IoT device in just six courses.

Anatomy of Backbone.js (Code School) 0 个评论 关注

开始时间: 随时 持续时间: free

主页: http://www.codeschool.com/courses/anatomy-of-backbonejs

简介: Build sophisticated applications with Backbone.js.

Anatomy of Backbone.js Part 2 (Code School) 0 个评论 关注

开始时间: 随时 持续时间: free

主页: http://www.codeschool.com/courses/anatomy-of-backbonejs-part-2

简介: Take your front-end to the next level.

Android App Development Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/12/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/android-app-development

简介: Launch Your Android App Development Career-Master the knowledge and skills necessary to develop maintainable mobile computing apps

APIs (Codecademy) 2 个评论 关注

开始时间: 随时 持续时间: 自主

主页: http://www.codecademy.com/zh/tracks/apis

简介: APIs let you connect your app to the world. You can write code that can do almost anything—like read tweets, make phone calls, and track clicks on your site's links.

Applications of Linear Algebra Part 2 (edX) 0 个评论 关注

开始时间: 待定 持续时间: 4 weeks

主页: https://www.edx.org/course/applications-linear-algebra-part-2-davidsonx-d003x-2

简介: Explore applications of linear algebra in the field of data mining by learning fundamentals of search engines, clustering movies into genres and of computer graphics by posterizing an image.  

Applied Cryptography (Udacity) 1 个评论 关注

开始时间: 随时 持续时间: 自主

主页: https://www.udacity.com/course/cs387

简介: Cryptography is present in everyday life, from paying with a credit card to using the telephone. Learn all about making and breaking puzzles in computing.

Applied Cryptography Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/applied-crypto

简介: Improve Your Career in Computer Security-Master the cryptographic tools and their design principles to apply them for computer security

Applied Data Science with Python Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: http://www.coursera.org/specializations/data-science-python

简介: Gain new insights into your data-Learn to apply data science methods and techniques, and acquire analysis skills.

Applied Machine Learning in Python (Coursera) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/python-machine-learning

简介: Python应用课程,这门课程主要聚焦在通过Python应用机器学习,包括机器学习和统计学的区别,机器学习工具包scikit-learn的介绍,有监督学习和无监督学习,数据泛化问题(例如交叉验证和过拟合)等。

Applied Plotting, Charting & Data Representation in Python (Coursera) 0 个评论 关注

开始时间: 12/11/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/python-plotting

简介: This course will introduce the learner to information visualization basics, with a focus on reportin

Applied Social Network Analysis in Python (Coursera) 0 个评论 关注

开始时间: 12/04/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/python-social-network-analysis

简介: This course will introduce the learner to network analysis through the NetworkX library. The course

Applied Text Mining in Python (Coursera) 0 个评论 关注

开始时间: 12/18/2017 持续时间: Unknown

主页: https://www.coursera.org/learn/python-text-mining

简介: Python应用课程,这门课程主要聚焦在文本挖掘和文本分析基础,包括正则表达式,文本清洗,文本预处理等,并结合NLTK讲授自然语言处理的相关知识,例如文本分类,主题模型等。

Artificial Intelligence (edX) 6 个评论 关注

开始时间: 待定 持续时间: 12 weeks

主页: https://www.edx.org/course/artificial-intelligence-uc-berkeleyx-cs188-1x

简介: UC Berkeley's upper division course CS188: Introduction to Artificial Intelligence now available to everyone online.
 
"Nothing short of awesome. This is a top-notch class that teaches you a lot of important concepts in optimization and AI, while making you feel like you're on a wonderful adventure of discovery and fun." edX student review