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: 04/22/2022 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. |
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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). |
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Java程序设计 (CourseraArchive) 1 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/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。 |
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算法基础 (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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。 |
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计算导论 (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: 8 weeks 主页: https://www.coursera.org/archive/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。 |
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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: 04/22/2022 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。 |
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.Net平台下的软件开发技术 Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 7 months to complete Suggested pace of 4 hours/week 主页: https://www.coursera.org/specializations/netpingtai-ruanjian-kaifa 简介: 西安交通大学的 .Net平台下的软件开发技术专项课程系列， 这个系列包含5门子课程和1门毕业项目课程，涵盖系统平台与 C#程序基础，C#高级编程，Windows可视化程序设计，SQL Server数据库技术，基于.Net的Web开发技术等，感兴趣的同学可以关注：面向对象程序设计、数据库编程、Windows编程、Web应用开发。-具备.Net应用程序和Web应用程序设计能力。如：电子商务网站、社交网站、信息管理系统等。 |
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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: 04/22/2022 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 |
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3D Printing Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 04/22/2022 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. |
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Accelerated Computer Science Fundamentals Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 3 months to complete Suggested pace of 5 hours/week 主页: https://www.coursera.org/specializations/cs-fundamentals 简介: 伊利诺伊大学香槟分校的硬核计算机科学基础专项课程（Accelerated Computer Science Fundamentals Specialization），包含3门子课程，涵盖C++中的面向对象的数据结构、有序的数据结构和无序的数据结构，主题包括基本的面向对象程序设计，算法复杂度分析以及基本数据结构的实现，包括数组，哈希表，链表，树，堆和图结构以及遍历，最短路径等算法。 感兴趣的同学可以关注：Data Structures and Algorithms in C++. Learn fundamentals of computer science while implementing efficient data structures in C++. |
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Advanced Algorithms and Complexity (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/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 |
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Advanced Business Analytics Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 5 months to complete Suggested pace of 3 hours/week 主页: https://www.coursera.org/specializations/data-analytics-business 简介: 高级商务分析专项课程系列（Advanced Business Analytics Specialization） ，该系列包含4门子课程和1门毕业项目课程，涵盖商业数据分析，预测模型与分析，市场决策等，感兴趣的同学可以关注: Gain Real-World Business Analytics Skills-Leverage data to solve complex business problems |
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Advanced Data Science with IBM Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 4 months to complete Suggested pace of 5 hours/week 主页: https://www.coursera.org/specializations/advanced-data-science-ibm 简介: IBM公司推出的高级数据科学专项课程系列（Advanced Data Science with IBM Specialization），这个系列包括4门子课程，涵盖数据科学基础，高级机器学习和信号处理，结合深度学习的人工智能应用等，感兴趣的同学可以关注：Expert in DataScience, Machine Learning and AI。Become an IBM-approved Expert in Data Science, Machine Learning and Artificial Intelligence. |
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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 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. |
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Advanced Machine Learning Specialization (Coursera专项课程) 1 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/specializations/aml 简介: 俄罗斯国立高等经济学院和Yandex联合推出的高级机器学习专项课程系列（Advanced Machine Learning Specialization），该系列授课语言为英语，包括深度学习，Kaggle数据科学竞赛，机器学习中的贝叶斯方法，强化学习，计算机视觉，自然语言处理等7门子课程，感兴趣的同学可以关注: Deep Dive Into The Modern AI Techniques-You will teach computer to see, draw, read, talk, play games and solve industry problems. |
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Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 3 months to complete Suggested pace of 5 hours/week 主页: https://www.coursera.org/specializations/advanced-machine-learning-tensorflow-gcp 简介: 谷歌云平台上基于TensorFlow的高级机器学习专项课程（Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization)，该系列包含5门子课程，涵盖端到端机器学习、生产环境机器学习系统、图像理解、面向时间序列和自然语言处理的序列模型、推荐系统等内容，感兴趣的同学可以关注：Learn Advanced Machine Learning with Google Cloud. Build production-ready machine learning models with TensorFlow on Google Cloud Platform. |
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Agile Development Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 4 months to complete Suggested pace of 3 hours/week 主页: https://www.coursera.org/specializations/agile-development 简介: 敏捷开发专项课程系列（Agile Development Specialization），该系列包含5门子课程，包括敏捷开发与设计思想，敏捷开发测试，敏捷开发实际等，感兴趣的同学可以关注: Drive to Value with Agile Methods-Master an adaptive approach to product development |
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AI For Everyone (CourseraArchive) 4 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/ai-for-everyone 简介: Andrew Ng (吴恩达) 老师新推的通俗人工智能课程：AI For Everyone（全民AI） ，面向大众进行AI科普。AI不仅适用于工程师，这门非技术性人工智能课程将帮助学习者了解机器学习和深度学习等相关技术，以及将AI应用于自己组织中的问题和机会。 通过这门课程，学习者将会了解当前人工智能可以或者不能做的事情。 最后，学习者将了解AI如何影响社会以及我们将如何应对这种技术变革。 |
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Algorithmic Thinking (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithmic Thinking (Part 1) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithmic Thinking (Part 1) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithmic-thinking-1 简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction t |
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Algorithmic Thinking (Part 2) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithmic Thinking (Part 2) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithmic-thinking-2 简介: Experienced Computer Scientists analyze and solve computational problems at a level of abstraction t |
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Algorithmic Toolbox (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithmic-toolbox 简介: The course covers basic algorithmic techniques and ideas for computational problems arising frequent |
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Algorithms (Udacity) 1 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithms for Battery Management Systems Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 8 months to complete Suggested pace of 4 hours/week 主页: https://www.coursera.org/specializations/algorithms-for-battery-management-systems 简介: 电池管理系统算法专项课程(Algorithms for Battery Management Systems Specialization) ，开始学习电池管理算法，学习如何为锂离子电池单元建模，以及如何使用这些模型管理电池组。您将学到什么：如何设计锂离子电池单元的等效电路模型；如何为锂离子电池芯实施充电状态（SOC）估算器；如何为锂离子电池芯实施健康状况（SOH）估算器；如何为锂离子电池组设计平衡器和功率限制估算器 |
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Algorithms on Graphs (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithms-on-graphs 简介: If you have ever used a navigation service to find optimal route and estimate time to destination, y |
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Algorithms on Strings (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithms-on-strings 简介: World and internet is full of textual information. We search for information using textual queries, |
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Algorithms Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 4 months to complete Suggested pace of 4 hours/week 主页: https://www.coursera.org/specializations/algorithms 简介: 斯坦福大学的算法专项课程系列（Algorithms Specialization），学会像计算机科学家一样思考，掌握算法设计和分析的基础知识。这个系列包含4门子课程，涵盖基础的算法主题和高级算法主题，此前评价非常高，五颗星推荐，感兴趣的同学可以关注: Learn To Think Like A Computer Scientist-Master the fundamentals of the design and analysis of algorithms. |
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Algorithms, Biology, and Programming for Beginners (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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). |
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Algorithms, Part I (CourseraArchive) 6 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithms, Part I (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithms-part1 简介: This course covers the essential information that every serious programmer needs to know about algor |
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Algorithms, Part II (CourseraArchive) 5 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithms, Part II (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/algorithms-part2 简介: This course covers the essential information that every serious programmer needs to know about algor |
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Algorithms: Design and Analysis, Part 1 (CourseraArchive) 5 个评论 关注 开始时间: 04/22/2022 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. |
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Algorithms: Design and Analysis, Part 2 (CourseraArchive) 4 个评论 关注 开始时间: 04/22/2022 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. |
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An Introduction to Consumer Neuroscience & Neuromarketing (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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. |
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An Introduction to Interactive Programming in Python (CourseraArchive) 5 个评论 关注 开始时间: 04/22/2022 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. |
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An Introduction to Interactive Programming in Python (Part 1) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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. |
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An Introduction to Interactive Programming in Python (Part 1) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/interactive-python-1 简介: This two-part course is designed to help students with very little or no computing background learn |
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An Introduction to Interactive Programming in Python (Part 2) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 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. |
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An Introduction to Interactive Programming in Python (Part 2) (CourseraArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: Unknown 主页: https://www.coursera.org/archive/interactive-python-2 简介: This two-part course is designed to help students with very little or no computing background learn |
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An Introduction to Operations Management (CourseraArchive) 1 个评论 关注 开始时间: 04/22/2022 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. |
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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: 12/21/2023 持续时间: Approximately 6 months to complete Suggested pace of 3 hours/week 主页: https://www.coursera.org/specializations/iot 简介: 物联网编程导论专项课程系列（An Introduction to Programming the Internet of Things (IOT) Specialization），该系列包含5门子课程和1门毕业项目课程，包括物理网和嵌入式系统导论，Arduino平台和C语言编程，Arduino接口，树莓派和Python编程，树莓派接口，毕业实践项目等，感兴趣的同学可以关注: Create Your Own Internet of Things (IoT) Device-Design and create a simple IoT device in just six courses. |
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Anatomy of Backbone.js (Code School) 0 个评论 关注 开始时间: 04/22/2022 持续时间: free 主页: http://www.codeschool.com/courses/anatomy-of-backbonejs 简介: Build sophisticated applications with Backbone.js. |
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Anatomy of Backbone.js Part 2 (Code School) 0 个评论 关注 开始时间: 04/22/2022 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. |
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Android App Development Specialization (Coursera专项课程) 0 个评论 关注 开始时间: 12/21/2023 持续时间: Approximately 5 months to complete Suggested pace of 4 hours/week 主页: https://www.coursera.org/specializations/android-app-development 简介: Android应用开发专项课程系列（Android App Development Specialization），该系列包含4门子课程和1门毕业项目课程，涵盖Android Java编程基础，Android组件，Android应用工程维护等，感兴趣的同学可以关注：Launch Your Android App Development Career-Master the knowledge and skills necessary to develop maintainable mobile computing apps |
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APIs (Coursera专项课程) 2 个评论 关注 开始时间: 04/22/2022 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. |
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Applications of Linear Algebra Part 2 (EdxArchive) 0 个评论 关注 开始时间: 04/22/2022 持续时间: 4 weeks 主页: https://www.edx.org/archive/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. |
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Applied Cryptography (Udacity) 1 个评论 关注 开始时间: 04/22/2022 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. |
