Stanford University Courses

Machine Learning

380 reviews

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 61 hours a week, 11 weeks long
• 28th Sep, 2020
• Free Online Course (Audit)

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

68 reviews

The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algor…

• Coursera
• 17 hours worth of material, 4 weeks long
• 6th Mar, 2023
• Free Online Course (Audit)

• Best of All Time

Cryptography I

53 reviews

Cryptography is an indispensable tool for protecting information in computer systems. In this course you will learn the inner workings of cryptographic systems and how to correctly use them in real-world applications.

• Coursera
• 23 hours worth of material, 7 weeks long
• 13th Mar, 2023
• Free Online Course (Audit)

• Best of All Time

Max MSP Programming Course: Structuring Interactive Software for Digital Arts

61 reviews

Max is a powerful platform that accommodates and connects a wide variety of tools for sound, graphics, music and interactivity using a flexible patching and programming environment. Max allows most computer users to write a simple, meaningful program wit…

• Kadenze
• On-Demand
• Free Online Course

• Best of All Time

Stanford Introduction to Food and Health

46 reviews

This course will shift the focus away from reductionist discussions about nutrients and move, instead, towards practical discussions about real food and the environment in which we consume it. By the end of this course, learners should have the tools the…

• Coursera
• 6-7 hours worth of material, 5 weeks long
• 6th Mar, 2023
• Free Online Course (Audit)

• Best of All Time

Introduction to Mathematical Thinking

53 reviews

A key feature of mathematical thinking is thinking outside-the-box – a valuable ability in today’s world. This course helps to develop that crucial way of thinking.

• Coursera
• 39 hours worth of material, 9 weeks long
• 27th Feb, 2023
• Free Online Course (Audit)

• Best of All Time

Child Nutrition and Cooking

32 reviews

Eating patterns that begin in childhood affect health and well-being across the lifespan. This course examines contemporary child nutrition and the impact of the individual decisions made by each family.

• Coursera
• 11 hours worth of material, 5 weeks long
• 6th Mar, 2023
• Free Online Course (Audit)

Introduction to Databases

30 reviews

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

• Coursera
• 27 hours worth of material, 5 weeks long
• 6th Mar, 2023
• Free Online Course (Audit)

Intro to Statistics

39 reviews

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks long
• On-Demand
• Free Online Course

Statistical Learning

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 3-5 hours a week, 11 weeks long
• Self paced
• Free Online Course (Audit)

Online Introduction to Artificial Intelligence is based on Stanford CS221, Introduction to Artificial Intelligence. This class introduces students to the basics of Artificial Intelligence, which includes machine learning, probabilistic reasoning, robotic…

• Udacity
• 6 hours a week, 16 weeks long
• On-Demand
• Free Online Course

Artificial Intelligence for Robotics

24 reviews

Learn how to program all the major systems of a robotic car. Topics include planning, search, localization, tracking, and control.

• Udacity
• 8 weeks long
• On-Demand
• Free Online Course

Mining Massive Datasets

24 reviews

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

• edX
• 5-10 hours a week, 7 weeks long
• Self paced
• Free Online Course (Audit)

• Best of All Time

Stanford Seminar - Engineering Cyber Resiliency: A Pragmatic Approach

15 reviews

This talk explores attempts to provide cyber resiliency in systems that are used in critical applications. It argues that CAD tools are needed at design time to choose between alternative resiliency mechanisms, and that resiliency mechanisms are needed t…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Physics-Based Sound Synthesis for Games and Interactive Systems

22 reviews

This course introduces the basics of Digital Signal Processing and computational acoustics, motivated by the vibrational physics of real-world objects and systems. We will build from a simple mass-spring and pendulum to demonstrate oscillation, learn how…

• Kadenze
• 9 weeks long
• On-Demand
• Free Online Course