Online courses directory (684)

Data structures play a central role in computer science and are the cornerstones of efficient algorithms. Knowledge in this area has been at the kernel of related curriculums. This course aims at exploring the principles and methods in the design and implementation of various data structures and providing students with main tools and skills for algorithm design and performance analysis. Topics covered by this course range from fundamental data structures to recent research results.

数据结构是计算机科学的关键内容，也是构建高效算法的必要基础。其覆盖的知识，在相关专业的课程体系中始终处于核心位置。本课程旨在围绕各类数据结构的设计与实现，揭示其中的规律原理与方法技巧；同时针对算法设计及其性能分析，使学生了解并掌握主要的套路与手法。讲授的主题从基础的数据结构，一直延伸至新近的研究成果。

This course is presented in Mandarin.

FAQ

In what language will this course be offered?

Mandarin.

Will the text of the lectures be available?

Yes. All of our lectures will have transcripts synced to the videos.

Do I need to watch the lectures live?

No. You can watch the lectures at your leisure.

Will certificates be awarded?

Yes. Online learners who achieve a passing grade in a course can earn a certificate of  mastery. These certificates will indicate you have successfully completed the course, but will not include a specific grade. Certificates will be issued by edX under the name of DelftX, designating the institution from which the course originated.

Can I contact the Instructor or Teaching Assistants?

Yes, but not directly. The discussion forums are the appropriate venue for questions about the course. The instructors will monitor the discussion forums and try to respond to the most important questions; in many cases response from other students and peers will be adequate and faster.

Is this course related to a campus course at Tsinghua?

Yes. This course corresponds to the campus courses 00240074 (elective for undergraduates of all majors) and 30240184 (required for CS undergraduates), both named Data Structures.

What is the textbook of the course?

Junhui DENG, Data Structures in C++, Sep. 2013, 3rd edn., Tsinghua University Press, ISBN: 7-302-33064-6. (in Chinese)

What is the grading breakdown?

60% - 12 problem sets

40% - 4 programming assignments

This course is a hands-on introduction to statistical data analysis that emphasises fundamental concepts and practical skills.

Learn how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication. Explore elements of computer graphics, human-computer interaction, perceptual psychology, and design in addition to data processing and computation.

This course relies on primary readings from the database community to introduce graduate students to the foundations of database systems, focusing on basics such as the relational algebra and data model, schema normalization, query optimization, and transactions. It is designed for students who have taken 6.033 (or equivalent); no prior database experience is assumed, though students who have taken an undergraduate course in databases are encouraged to attend.

Learn about Databases, one of the most prevalent technologies underlying internet and computing applications today.

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application. Topics include divide-and-conquer, randomization, dynamic programming, greedy algorithms, incremental improvement, complexity, and cryptography.

6.777J / 2.372J is an introduction to microsystem design. Topics covered include: material properties, microfabrication technologies, structural behavior, sensing methods, fluid flow, microscale transport, noise, and amplifiers feedback systems. Student teams design microsystems (sensors, actuators, and sensing/control systems) of a variety of types, (e.g., optical MEMS, bioMEMS, inertial sensors) to meet a set of performance specifications (e.g., sensitivity, signal-to-noise) using a realistic microfabrication process. There is an emphasis on modeling and simulation in the design process. Prior fabrication experience is desirable. The course is worth 4 Engineering Design Points.

Do you see yourself as a non-creative individual? Do you want to learn to effectively design and create sharper and more successful websites and graphics from the ground up? This course will teach the basics plus a whole lot more to help get you on the road to creating, designing and implementing solid designs for the web! In this introductory course, basic design thinking, theory and practice will be explored in an easy to absorb, fun and relaxed environment. Students will begin by understanding and implementing the foundations of design: the basic elements and principles of design. These elements and principles are applicable to all design mediums such as architecture, art, graphic design, photography, print and web design. Special emphasis will be given to the application of these principles and elements, along with color and typography, to the medium of web design. For students who have not had formal training in design, this course will bring them up to speed with the fundamentals of design, while learning how to apply these concepts to web and graphic design. For students who have received previous design training, this course will offer new techniques, tips and tricks, and new ways of thinking of design fundamentals while applying these concepts to the electronic mediums of web design and graphics for the web.

Understanding how to approach programming problems and devise a solution is an essential skill for any Python developer. In this course, you’ll learn new concepts, patterns, and methods that will expand your coding abilities from programming expert, Peter Norvig.

This course provides you with opportunities to integrate and apply your information security knowledge.

Learn the basics of creating data products using Shiny, R packages, and interactive graphics. This is the ninth course in the Johns Hopkins Data Science Specialization.

This course examines the role of the engineer as patent expert and as technical witness in court and patent interference and related proceedings. It discusses the rights and obligations of engineers in connection with educational institutions, government, and large and small businesses. It compares various manners of transplanting inventions into business operations, including development of New England and other U.S. electronics and biotechnology industries and their different types of institutions. The course also considers American systems of incentive to creativity apart from the patent laws in the atomic energy and space fields.

Acknowledgment

The instructors would like to thank Joanne Rines and Elijah Ercolino for their efforts in preparing this course.

In this course, you'll hone your problem-solving skills through learning to find numerical solutions to systems of differential equations. You'll write code in Python to fight forest fires, rescue the Apollo 13 astronauts, stop the spread of epidemics, and resolve other real-world dilemmas.

Modern society across the world is becoming increasingly dependent on communication networks. We depend on them for the smooth operation of economic and social activities. This course examines networks as the means of interconnecting devices so that two-way communication is possible. It examines protocols like HTTP, TCP/IP and ATM as well as the OSI reference model, and provides an overview of the topic for learners who have no significant prior knowledge of the subject. The main topics covered in this course are: Internet protocol (IP), the Open Systems Interconnection (OSI) model, Transmission Control Protocol (TCP), Hypertext transfer protocol (HTTP), and Asynchronous Transfer Mode (ATM). Areas that are also covered include the layers of communication, vertical and horizontal communication, protocol architecture, Domain name system, the ATM layers, and an analysis of IP over ATM. This course will be of interest to professionals who work in information technology, network design, and network management, and will also be of interest to students who would like a greater understanding of how networks function.<br />

Explore the latest trends in digital marketing. Get beneath the hype. What are the implications? How will you respond?

Digital Media One is a four-week online course designed for students who want to learn digital media. This may include artists, designers, or photographers who would like to build a Web site or Web portfolio to showcase their work, as well as students who would like to learn more about the curriculum of Peninsula College

The course introduces you to digital circuits and their merits and demerits over analog circuits. Basic building blocks of both combinational and sequential circuits or introduces and many examples of circuit design using these building blocks are presented. You will also be introduced to the design of digital systems such as traffic light controller.

El curso es bilingüe español-inglés, con videos y materiales en ambos idiomas. Lectures and materials are provided both in Spanish and English.

The C programming language is one of the most popular and widely used programming languages and is commonly used to program operating systems such as Unix. It is a general-purpose programming language and one of the main advantages of programming in C is that it allows the programmer to write directly to memory. This means that key constructs within C-generated software programs can be used within the memory in an efficient and machine-independent fashion. <br /><br />ALISON's free online C programming Diploma course introduces you to the important concepts when programming in C. You will learn how the C programming language works with data, what program flow is, and how to use functions, methods and routines. You will be introduced to conditional flow statements, the mechanisms for controlling flow statements, and how to implement simple statements. Logical operators such as OR, GOTO and the While loop are also discussed in detail. The course covers topics such as using pointers for direct memory access and manipulation in C, changing the memory address contained within a pointer and introduces constants and string literals. You will learn why pointers contain memory addresses of multi-byte variables, and how to visualize RAM in a new way. You will also get step by step instructions on how to create simple C programs and how to run them. <br /><br />This free online C programming Diploma course will be of great interest to all IT, software and computer professionals who would like a greater knowledge and understanding of the C programming language and its key concepts and features, and to learners who would like to learn more about this widely used programming language.<br />

The Diploma in Information Technology Management is a free online course that explains why managers must understand how Information Technology plays a fundamental role in both the structure and control of the modern business. A successful manager must have an excellent grasp of the functionality, capabilities and effects of the technology that he or she must implement and manage. This free online course presents an array of the core concepts of Information Technology management. The course will review such key areas as corporate frameworks, software, databases, information systems, communications and management of personnel in relation to technology and from the point of view of the business manager. This course is ideal for management professionals who wish to gain an in depth understanding of the management of Information Technology in the modern corporation. The course is also ideal for those who would like to learn about the central role of Information Technology in today’s workplace.<br />