Online courses directory (684)

This course is offered to graduate students and addresses issues regarding ultrafast optics. Topics covered include: Generation, propagation and applications of ultrashort pulses (nano-, pico-, femto-, attosecond pulses); Linear and nonlinear pulse shaping processes: Optical solitons, Pulse compression; Laser principles: Single- and multi-mode laser dynamics, Q-switching, Active and passive mode-locking; Pulse characterization: Autocorrelation, FROG, SPIDER; Noise in mode-locked lasers and its limitations in measurements; Laser amplifiers, optical parametric amplifiers, and oscillators; Applications in research and industry: Pump-probe techniques, Optical imaging, Frequency metrology, Laser ablation, High harmonic generation.

Few people who “just Google it” to find an answer to their every question understand just what the company does (and why). Through this course, you'll join the minority that really gets it.

This course focuses on how to design and build secure systems with a human-centric focus. We will look at basic principles of human-computer interaction, and apply these insights to the design of secure systems with the goal of developing security measures that respect human performance and their goals within a system.

Learn how to build and deploy modern web application architectures – applications that run over the Internet, in the "cloud," using a browser as the user interface.

Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. The course teaches the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. [機器學習旨在讓電腦能由資料中累積的經驗來自我進步。本課程將介紹各領域中的機器學習使用者都應該知道的基礎演算法、理論及實務工具。]

Robots today move far too conservatively, using control systems that attempt to maintain full control authority at all times. Humans and animals move much more aggressively by routinely executing motions which involve a loss of instantaneous control authority. Controlling nonlinear systems without complete control authority requires methods that can reason about and exploit the natural dynamics of our machines.

This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods. Topics include nonlinear dynamics of passive robots (walkers, swimmers, flyers), motion planning, partial feedback linearization, energy-shaping control, analytical optimal control, reinforcement learning/approximate optimal control, and the influence of mechanical design on control. Discussions include examples from biology and applications to legged locomotion, compliant manipulation, underwater robots, and flying machines.

Acknowledgements

Professor Tedrake would like to thank John Roberts for his help with the course and videotaping the lectures.

6.831/6.813 examines human-computer interaction in the context of graphical user interfaces. The course covers human capabilities, design principles, prototyping techniques, evaluation techniques, and the implementation of graphical user interfaces. Deliverables include short programming assignments and a semester-long group project. Students taking the graduate version also have readings from current literature and additional assignments.

This course will introduce you to the field of computer science and the fundamentals of computer programming. Introduction to Computer Science I is specifically designed for students with no prior programming experience, and taking this course does not require a background in Computer Science. This course will touch upon a variety of fundamental topics within the field of Computer Science and will use Java, a high-level, portable, and well-constructed computer programming language developed by Sun Microsystems (now Oracle), to demonstrate those principles. We will begin with an overview of the course topics as well as a brief history of software development. We will cover basic object-oriented programming terminology and concepts such as objects, classes, inheritance, and polymorphism, as well as the fundamentals of Java, its primitive data types, relational operators, control statements, exception handling, and file input /output. By the end of the course, you should have a strong understanding of the fundam…

If you invest in financial markets, you may want to predict the price of a stock in six months from now on the basis of company performance measures and other economic factors. As a college student, you may be interested in knowing the dependence of the mean starting salary of a college graduate, based on your GPA. These are just some examples that highlight how statistics are used in our modern society. To figure out the desired information for each example, you need data to analyze. The purpose of this course is to introduce you to the subject of statistics as a science of data. There is data abound in this information age; how to extract useful knowledge and gain a sound understanding in complex data sets has been more of a challenge. In this course, we will focus on the fundamentals of statistics, which may be broadly described as the techniques to collect, clarify, summarize, organize, analyze, and interpret numerical information. This course will begin with a brief overview of the discipline of stat…

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

This course familiarizes students with creating instructionally focused interactive media. The tool used in the class currently is Adobe Flash. Topics to be covered include fundamental programming concepts (variables, variable types, code re-use, commenting code, and basic control structures) in addition to the fundamentals of the flash environment (animation or

Effective social media policy protects an organization from risk at the same time as it enables employees to develop more effective ways to accomplish work. Driving the implementation of social media policy is a great way for Human Resources (HR) and business leaders to demonstrate value with executive leadership.

This course provides students with a comprehensive introduction to computers. Students will explore a variety of topics in computing, such as the following: the components of a computer, common computer terminology, an introduction to the Internet, computer security and privacy, computer troubleshooting techniques, and steps to maintain the life of your computer. Through readings and videos, students will learn how to fully understand the basics of computer technology.

In the last half of the 20th century, the role of computation in the sciences grew rapidly, driven by advances in silicon-based processors, fiber-optic networks, a host of numerical algorithms, and sets of standard protocols for processing and exchanging data. Much of this digital technology now permeates everyday life. Building on these and emerging technologies, the 21st century is poised to unleash a new, data-intensive paradigm of scientific discovery that will dramatically enhance the scope and scale of data capture, curation, and analysis. In this new (4th) paradigm, cures for cancer might be found by the collective investigations of agents computing "in the cloud.

This course will provide an intensive introduction to the field of information technology and global development, in its historical, policy, and design dimensions. Part One offers a comprehensive overview of key historical and contemporary debates, problems, and issues in international development. Part Two explores crucial information policy issues in developing country contexts, ranging from technology transfer, research and innovation systems, and intellectual property to telecommunications, wireless, and other critical infrastructure development. Part Three explores the growing ICT4D project literature, with special reference to programs and applications in the health, education, finance, governance, agriculture, and rural development sectors. Through readings, discussions, and course assignments, students will gain critical research and professional skills in the analysis and design of information policies, programs, and projects in a range of developing country settings. Through geographically focused project and discussion groups, students will also develop specific regional or country-level knowledge and experience. Course Level: Graduate This Work, SI 657 / 757 - Information Technology and Global Development, by Steven J. Jackson is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike license.

The vaunted Information Revolution is more than Web surfing, Net games, and dotcoms. Indeed, it is the foundation for an economic and social transformation on a scale comparable to the Industrial Revolution of the nineteenth century. As a culture we have learned from earlier such transformations and it is important to recognize those lessons and chart a path toward intellectual and practical mastery of the emerging world of information. This course will provide the foundational knowledge necessary to begin to address the key issues associated with the Information Revolution. Issues will range from the theoretical (what is information and how do humans construct it?), to the cultural (is life on the screen a qualitatively different phenomenon from experiences with earlier distance-shrinking and knowledge-building technologies such as telephones?), to the practical (what are the basic architectures of computing and networks?). Successful completion of this "gateway" course will give you, the student, the conceptual tools necessary to understand the politics, economics, and culture of the Information Age, providing a foundation for later study in Information or any number of more traditional disciplines. Course Level: Undergraduate This Work, SI 110 - Introduction to Information Studies, by Robert Frost is licensed under a Creative Commons Attribution-ShareAlike license.

Ethics and Information Technology focuses on the ethical dilemmas that exist where human beings, information objects, and social computing technologies interact. The course explores emerging ethical models from historical and cross-cultural perspectives and then applies these models to a variety of new and emerging technologies that are inherently social in their construction and use. Initial examples of issues that the course covers in discrete modules include: the integrity of digital content in a networked world; identity and avatars; and interpersonal engagement through online games and virtual environments. Students explore the technological underpinnings of associated technology systems, experiment with individual and group interaction with technologies, and examine the mechanics of ethical and unethical behaviors. Course Level: Undergraduate This Work, SI 410 - Ethics and Information Technology, by Paul Conway is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike license.

A graduate level course on convex optimization, with applications in signal processing, machine learning, control, finance, and other areas.

An introductory computer networking course focusing on how the Internet works and the principles of designing networks and network protocols.