Stanford University(斯坦福大学) 公开课(字母序)

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CVX101: Convex Optimization (Stanford Online) 1 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/Engineering/CVX101/Winter2014/about

简介: This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance.

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.

EP101: Environmental Physiology: Your Body in the World (Stanford Online) 0 个评论 关注

开始时间: 01/13/2014 持续时间: 未知

主页: https://class.stanford.edu/courses/HumanitiesSciences/EP101/Environmental_Physiology/about

简介: Welcome to Environmental Physiology! We are excited that you want to explore your body's place in the world. Your body is an amazing machine that is equipped with the capacity to deal with the world's great stressors.

Haptics: Introduction to Haptics (Stanford Online) 0 个评论 关注

开始时间: 11/04/2013 持续时间: 未知

主页: https://class.stanford.edu/courses/Engineering/Haptics/Fall2013/about

简介: Students in this class will learn how to build, program, and control haptic devices, which are mechatronic devices that allow users to feel virtual or remote environments. In the process, students will gain an appreciation for the capabilities and limitations of human touch, develop an intuitive connection between equations that describe physical interactions and how they feel, and gain practical interdisciplinary engineering skills related to robotics, mechanical engineering, electrical engineering, bioengineering, and computer science. We will send each student a free

HRP258: Statistics in Medicine (Stanford Online) 0 个评论 关注

开始时间: 06/11/2013 持续时间: 未知

主页: https://class.stanford.edu/courses/Medicine/HRP258/Statistics_in_Medicine/about

简介: This course aims to provide a firm grounding in the foundations of probability and statistics. Specific topics include:

Networking: Introduction to Computer Networking (Stanford Online) 0 个评论 关注

开始时间: 01/21/2014 持续时间: 未知

主页: https://class.stanford.edu/courses/Engineering/Networking/Winter2014/about

简介: This is an introductory course on computer networking, specifically the Internet. It focuses on explaining how the Internet works, ranging from how bits are modulated on wires and in wireless to application-level protocols like BitTorrent and HTTP. It also explains the principles of how to design networks and network protocols. Students gain experience reading and understanding RFCs (Internet protocol specifications) as statements of what a system should do. The course grounds many of the concepts in current practice and recent developments, such as net neutrality and DNS security.

QMSE01: Quantum Mechanics for Scientists and Engineers (Stanford Online) 0 个评论 关注

开始时间: 09/23/2013 持续时间: 未知

主页: https://class.stanford.edu/courses/Engineering/QMSE01/Quantum_Mechanics_for_Scientists_and_Engineers/about

简介: This course aims to teach quantum mechanics to anyone with a reasonable college-level understanding of physical science or engineering. Quantum mechanics was once mostly of interest to physicists, chemists and other basic scientists. Now the concepts and techniques of quantum mechanics are essential in many areas of engineering and science such as materials science, nanotechnology, electronic devices, and photonics. This course is a substantial introduction to quantum mechanics and how to use it. It is specifically designed to be accessible not only to physicists but also to students and technical professionals over a wide range of science and engineering backgrounds.

SciWrite: Writing in the Sciences (Stanford Online) 0 个评论 关注

开始时间: 09/23/2013 持续时间: 未知

主页: https://class.stanford.edu/courses/Medicine/SciWrite/Fall2013/about

简介: This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks for writing faster and with less anxiety, the format of a scientific manuscript, and issues in publication and peer review. Students from non-science disciplines can benefit from the training provided in the first four weeks (on general principles of effective writing).

Solar: Solar Cells, Fuel Cells and Batteries (Stanford Online) 0 个评论 关注

开始时间: 09/23/2013 持续时间: 未知

主页: https://class.stanford.edu/courses/Engineering/Solar/Fall2013/about

简介: This course focuses on the operating principles and applications of emerging technological solutions to the energy demands of the world. We will begin with discussing the scale of global energy usage and requirements for possible solutions. Basic physics and chemistry of solar cells, fuel cells, and batteries will be discussed in quantitative detail. We will explore performance issues, including economics, from the ideal device to the installed system. Finally, we will end with the promise of materials research for providing next generation solutions.

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).

WomensHealth: International Women's Health & Human Rights (Stanford Online) 0 个评论 关注

开始时间: 01/24/2014 持续时间: 未知

主页: https://class.stanford.edu/courses/GlobalHealth/WomensHealth/Winter2014/about

简介: This course provides an overview of women's health and human rights, beginning in infancy and childhood, then moving through adolescence, reproductive years and aging. We consider economic, social, political and human rights factors, and the challenges women face in maintaining health and managing their lives in the face of societal pressures and obstacles.

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.

Antimicrobial Stewardship: Optimization of Antibiotic Practices (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/antimicrobial

简介: Internet Enduring Material Sponsored by: Stanford University School of Medicine // Presented by: The Division of Infectious Diseases in the Department of Medicine at Stanford University School of Medicine

Audio Signal Processing for Music Applications (Coursera) 0 个评论 关注

开始时间: 09/21/2015 持续时间: 10 weeks

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

简介: In this course you will learn about audio signal processing methodologies that are specific for music and of use in real applications. You will learn to analyse, synthesize and transform sounds using the Python programming language.

Automata (Coursera) 3 个评论 关注

开始时间: 09/12/2015 持续时间: 6 weeks

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

简介: This course covers finite automata, context-free grammars, Turing machines, undecidable problems, and intractable problems (NP-completeness).

Child Nutrition and Cooking (Coursera) 0 个评论 关注

开始时间: 01/13/2014 持续时间: 5 weeks

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

简介: Learn the basics of child nutrition and how to make healthy meals for healthy children and families.

Compilers (Coursera) 2 个评论 关注

开始时间: 03/17/2014 持续时间: 11 weeks

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

简介: This course will discuss the major ideas used today in the implementation of programming language compilers. You will learn how a program written in a high-level language designed for humans is systematically translated into a program written in low-level assembly more suited to machines!

Computer Science 101 (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/cs101

简介: CS101 teaches the essential ideas of Computer Science for a zero-prior-experience audience. The course uses small coding experiments in the browser to play with the nature of computers, understanding their strengths and limitations. Sign up for the "To be announced" session to be notified by email when the class is next run, and sign up for "Self-Study" to start browsing the class materials right away. Self-Study mode makes all the videos and assignments available to be done at your own pace, but without a certificate of completion at the end.

Computer Security (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/security

简介: Learn how to design secure systems and write secure code.

Computer Vision: From 3D Reconstruction to Visual Recognition (Coursera) 0 个评论 关注

开始时间: 待定 持续时间: 未知

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

简介: This course delivers a systematic overview of computer vision, emphasizing two key issues in modeling vision: space and meaning. We will study the fundamental theories and important algorithms of computer vision together, starting from the analysis of 2D images, and culminating in the holistic understanding of a 3D scene.

Cryptography I (Coursera) 4 个评论 关注

开始时间: 10/26/2015 持续时间: 6 weeks

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

简介: Learn about the inner workings of cryptographic primitives and how to apply this knowledge in real-world applications!

Cryptography II (Coursera) 0 个评论 关注

开始时间: 06/13/2016 持续时间: 6 weeks

主页: https://www.coursera.org/course/crypto2

简介: Learn about the inner workings of cryptographic primitives and protocols and how to apply this knowledge in real-world applications.

Democratic Development (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/democraticdev

简介: Gain an understanding of the political, social, cultural, economic, institutional and international factors that foster and obstruct the development and consolidation of democracy. It is hoped that students in developing or prospective democracies will use the theories, ideas, and lessons in the class to help build or improve democracy in their own countries.

Game Theory (Coursera) 1 个评论 关注

开始时间: 09/11/2015 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).

Game Theory II: Advanced Applications (Coursera) 0 个评论 关注

开始时间: 01/08/2016 持续时间: 6 weeks

主页: https://www.coursera.org/course/gametheory2

简介: This advanced course considers how to design interactions between agents in order to achieve good social outcomes. Three main topics are covered: social choice theory (i.e., collective decision making), mechanism design, and auctions.

General Game Playing (Coursera) 1 个评论 关注

开始时间: 03/30/2015 持续时间: 8 weeks

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

简介: Learn about General Game Playing (GGP) and develop GGP programs capable of competing against humans and other programs in GGP competitions .

Giving 2.0: The MOOC (Coursera) 0 个评论 关注

开始时间: 待定 持续时间: 6 weeks

主页: https://www.coursera.org/course/giving2

简介: A philanthropist is anyone who gives anything — time, money, experience, skills, and networks — in any amount, to create a better world. This course will empower you to become a more effective philanthropist and make your giving more meaningful to both you and those you strive to help.

Human-Computer Interaction (Coursera) 0 个评论 关注

开始时间: 10/07/2013 持续时间: 9 weeks

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

简介: Helping you build human-centered design skills, so that you have the principles and methods to create excellent interfaces with any technology.

Introduction to Databases (Coursera) 3 个评论 关注

开始时间: 待定 持续时间: Unknown

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

简介: This course covers database design and the use of database management systems for applications.

Introduction to Logic (Coursera) 3 个评论 关注

开始时间: 09/28/2015 持续时间: 10 weeks

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

简介: In this course, you will learn how to formalize information and reason systematically to produce logical conclusions. We will also examine logic technology and its applications - in mathematics, science, engineering, business, law, and so forth.

Introduction to Mathematical Thinking (Coursera) 2 个评论 关注

开始时间: 09/21/2015 持续时间: 10 weeks

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

简介: Learn how to think the way mathematicians do - a powerful cognitive process developed over thousands of years.

Machine Learning (Coursera) 28 个评论 关注

开始时间: 待定 持续时间: Unknown

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

简介: Learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself.

Mining Massive Datasets (Coursera) 1 个评论 关注

开始时间: 09/12/2015 持续时间: 7 weeks

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

简介: This class teaches algorithms for extracting models and other information from very large amounts of data. The emphasis is on techniques that are efficient and that scale well.

Natural Language Processing (Coursera) 3 个评论 关注

开始时间: 待定 持续时间: Unknown

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

简介: In this class, you will learn fundamental algorithms and mathematical models for processing natural language, and how these can be used to solve practical problems.

Organizational Analysis (Coursera) 0 个评论 关注

开始时间: 09/22/2014 持续时间: 10 weeks

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

简介: In this introductory course, you will learn multiple theories of organizational behavior and apply them to actual cases of organizational change.

Practical tips to improve Asian American participation in cancer clinical trials (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/clinicaltrials

简介: Internet Enduring Material Sponsored by Stanford University School of Medicine // Presented by The Stanford Cancer Institute at Stanford University School of Medicine. // This course is designed to meet the educational needs of a national audience of physicians and allied health professionals who specialize in family practice, primary care, internal medicine & oncology.

Principles of Economics (Stanford Online) 0 个评论 关注

开始时间: 随时 持续时间: 自主

主页: https://class.stanford.edu/courses/HumanitiesSciences/Econ-1/Summer2014/about

简介: This course is designed as an eight-week introduction to the study of economics. Participants will be exposed to the economic way of thinking and learn about the functioning of a modern market economy. The early part of the course focuses on microeconomic analysis including the behavior of consumers and firms. We analyze markets for goods and services and policy choices that affect these markets. The later part of the course moves on to macroeconomic concepts such as national production, employment, inflation and interest rates. We explore models that determine long-run growth and short-term fluctuations in national economies. We then discuss the role of government regulation, monetary policy, and fiscal policy.

Probabilistic Graphical Models (Coursera) 5 个评论 关注

开始时间: 04/08/2013 持续时间: 11 weeks

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

简介: In this class, you will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

Social and Economic Networks: Models and Analysis (Coursera) 3 个评论 关注

开始时间: 09/18/2015 持续时间: 9 weeks

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

简介: Learn how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their structure impact diffusion, learning, and other behaviors? We will bring together models and techniques from economics, sociology, math, physics, statistics and computer science to answer these questions.

Startup Engineering (Coursera) 2 个评论 关注

开始时间: 06/17/2013 持续时间: 12 weeks

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

简介: Learn the engineering skills needed to build a technology startup from the ground up.

Surveillance Law (Coursera) 0 个评论 关注

开始时间: 01/20/2015 持续时间: 6 weeks

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

简介: Learn how police and intelligence agencies can access your data, and how the law (might) protect you! Hackers, attorneys, and concerned citizens are all welcome.

Understanding Einstein: The Special Theory of Relativity (Coursera) 1 个评论 关注

开始时间: 04/08/2013 持续时间: 8 weeks

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

简介: This course offers you the opportunity to gain a deeper understanding of the life and work of the young Albert Einstein and especially his mind-bending special theory of relativity.

Using GPS and Smart Phones to Create a Worldwide Laboratory (Coursera) 0 个评论 关注

开始时间: 10/13/2014 持续时间: 6 weeks

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

简介: Explore the fundamentals of the Global Positioning System (GPS) and how it works by conducting "backyard" laboratory experiments on your own mobile device. Learn the basics of satellite navigation and witness the power of a network with planet-wide coverage. Gain a deeper understanding of GPS and its role in our lives, while interacting with a worldwide community of learners and backyard scientists.

Writing in the Sciences (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/sciwrite

简介: This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks for writing faster and with less anxiety, the format of a scientific manuscript, and issues in publication and peer review.