Stanford University(斯坦福大学)

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Stanford Online

课程Stanford University(斯坦福大学)

CVX101: Convex Optimization

This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions,…

英语
Stanford Online

课程Stanford University(斯坦福大学)

db: Introduction to Databases

"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.…

英语
Stanford Online

课程Stanford University(斯坦福大学)

Haptics: Introduction to Haptics

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…

英语
Stanford Online

数据与分析 · 课程Stanford University(斯坦福大学)

HRP258: Statistics in Medicine

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

英语
Stanford Online

课程Stanford University(斯坦福大学)

SciWrite: Writing in the Sciences

This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks…

英语
Stanford Online

课程Stanford University(斯坦福大学)

StatLearning: Statistical Learning

This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and…

英语
Coursera

设计与创作 · 课程Stanford University(斯坦福大学)

Algorithms: Design and Analysis, Part 1

In this course you will learn several fundamental principles of algorithm design: divide-and-conquer methods, graph algorithms, practical data structures…

6 weeks
Coursera

设计与创作 · 课程Stanford University(斯坦福大学)

Algorithms: Design and Analysis, Part 2

In this course you will learn several fundamental principles of advanced algorithm design: greedy algorithms and applications; dynamic programming and…

6 weeks
Coursera

课程Stanford University(斯坦福大学)

Automata

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

6 weeks
Coursera

课程Stanford University(斯坦福大学)

Compilers

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…

11 weeks
Coursera

课程Stanford University(斯坦福大学)

Computer Science 101

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…

Coursera

课程Stanford University(斯坦福大学)

Cryptography I

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

6 weeks
Coursera

课程Stanford University(斯坦福大学)

Cryptography II

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

6 weeks
Coursera

课程Stanford University(斯坦福大学)

Democratic Development

Gain an understanding of the political, social, cultural, economic, institutional and international factors that foster and obstruct the development and…

Coursera

课程Stanford University(斯坦福大学)

Game Theory

The course covers the basics: representing games and strategies, the extensive form (which computer scientists call game trees), repeated and stochastic…

9 weeks
Coursera

课程Stanford University(斯坦福大学)

Game Theory II: Advanced Applications

This advanced course considers how to design interactions between agents in order to achieve good social outcomes. Three main topics are covered: social…

6 weeks
Coursera

课程Stanford University(斯坦福大学)

General Game Playing

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

8 weeks
Coursera

课程Stanford University(斯坦福大学)

Giving 2.0: The MOOC

A philanthropist is anyone who gives anything — time, money, experience, skills, and networks — in any amount, to create a better world. This course will…

6 weeks
Coursera

课程Stanford University(斯坦福大学)

Human-Computer Interaction

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

9 weeks
Coursera

课程Stanford University(斯坦福大学)

Introduction to Logic

In this course, you will learn how to formalize information and reason systematically to produce logical conclusions. We will also examine logic technology…

10 weeks
Coursera

人工智能 · 课程Stanford University(斯坦福大学)

Machine Learning

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

Coursera

课程Stanford University(斯坦福大学)

Mining Massive Datasets

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

7 weeks
Coursera

语言学习 · 课程Stanford University(斯坦福大学)

Natural Language Processing

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

Coursera

课程Stanford University(斯坦福大学)

Organizational Analysis

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

10 weeks
Stanford Online

课程Stanford University(斯坦福大学)

Principles of Economics

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…

Coursera

课程Stanford University(斯坦福大学)

Probabilistic Graphical Models

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.

11 weeks
Coursera

课程Stanford University(斯坦福大学)

Startup Engineering

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

12 weeks
Coursera

课程Stanford University(斯坦福大学)

Surveillance Law

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

6 weeks
Coursera

课程Stanford University(斯坦福大学)

Writing in the Sciences

This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks…