Stanford University Courses

Programming Abstractions in C++ - Stanford University

147 reviews

Stanford University offers a 22-hour program on programming abstraction in C++, covering a comprehensive range of lectures.

• YouTube
• 22 hours
• On-Demand
• Free Online Course

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
• 16 hours 39 minutes
• On-Demand
• 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
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Stanford University's 16-week course on AI basics and applications, including machine learning, robotics, computer vision, and natural language processing. Requires 6 hours/week.

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

Automata Theory

20 reviews

Stanford University's 7-week course explores Automata Theory, covering finite automata, regular languages, context-free grammars, Turing machines, and intractable problems. Requires 5-10 hours/week.

• edX
• 7 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning Course

20 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
• On-Demand
• Free Online Course

Introduction to Logic

20 reviews

Learn how to encode and reason with logical sentences in this 5-week course from Stanford University. Explore the applications of logic in various fields.

• Coursera
• 1 day 23 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Computer Science 101

19 reviews

Introduction to Computer Science for a zero-prior-experience audience. Play with little phrases of code to understand what computers are all about.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Probabilistic Graphical Models 1: Representation

18 reviews

Learn how to represent complex probability distributions using Probabilistic Graphical Models. This Stanford University course covers Bayesian Networks, Markov Networks, and their practical applications. Duration: 5 weeks.

• Coursera
• 67 hours
• On-Demand
• Free Online Course (Audit)

Design of Computer Programs

14 reviews

Learn how to model problems, and how to optimize performance by using some of the advanced features of Python.

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

Social and Economic Networks: Models and Analysis

11 reviews

Learn to model social and economic networks and their impact on behavior. Explore network formation, diffusion, learning, and more. Stanford University.

• Coursera
• 30 hours
• On-Demand
• Free Online Course (Audit)

Introduction to Databases

30 reviews

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

• Coursera
• 1 day 3 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Convolutional Neural Networks for Visual Recognition

5 reviews

This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.

• YouTube
• 20 hours
• On-Demand
• Free Online Course

Using Electronic Health Records for Better Care

3 reviews

Stanford University's webinar offers insights into using Electronic Health Records to improve care, covering topics like monitoring adverse drug events, identifying drug interactions, and generating practice-based evidence.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

AI for Clinical Trials and Precision Medicine - Ruishan Liu

3 reviews

Stanford University offers a short program exploring AI's role in optimizing clinical trials and precision medicine, with a focus on cancer therapies. Learn from postdoctoral researcher, Ruishan Liu.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course