Stanford University Courses

Machine Learning

374 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
• 60 hours worth of material, 11 weeks long
• 13th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

67 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
• 16 hours worth of material, 4 weeks long
• 20th Sep, 2021
• 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
• 27th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Stanford Introduction to Food and Health

42 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 hours worth of material, 5 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Introduction to Mathematical Thinking

52 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
• 38 hours worth of material, 9 weeks long
• 13th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Child Nutrition and Cooking

31 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
• 20th Sep, 2021
• Free Online Course (Audit)

Intro to Statistics

38 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
• Self paced
• Free Online Course

Introduction to Logic

20 reviews

This course is an introduction to Logic from a computational perspective. It shows how to encode information in the form of logical sentences; it shows how to reason with information in this form; and it provides an overview of logic technology and its a…

• Coursera
• 53 hours worth of material, 10 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

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.

• edX
• 3-5 hours a week, 9 weeks long
• Self paced
• Free Online Course (Audit)

Introduction to Artificial Intelligence

26 reviews

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
• Self paced
• Free Online Course

Mining Massive Datasets

25 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)

Artificial Intelligence for Robotics

23 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
• Self paced
• Free Online Course

Programming Max: Structuring Interactive Software for Digital Arts

22 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
• Self paced
• Free Online Course

• Best of All Time

Introduction to Machine Learning Course

21 reviews

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 10 weeks long
• Self paced
• Free Online Course

Automata Theory

20 reviews

This course covers the theory of automata and languages. We begin with a study of finite automata and the languages they can define (the so-called "regular languages." Topics include deterministic and nondeterministic automata, regular expressions, and t…

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