Best MOOCs of 2017

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

804 ratings at Coursera

Stanford's 4-week course explores shortest paths, NP-completeness, and strategies for handling computationally intractable problems.

• Coursera
• 13 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Probabilistic Graphical Models 3: Learning

298 ratings at Coursera

Stanford's 5-week course on Probabilistic Graphical Models, focusing on learning from data sets. Covers parameter estimation, structure learning, and includes hands-on assignments.

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

Stanford Seminar - The REX Neo Architecture - An Energy Efficient New Processor Architecture

Explore Stanford University's innovative REX Neo Architecture, a modern computing solution designed for energy efficiency. Learn about processor design, computational efficiency, and semiconductor economics.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Stanford Seminar - New Golden Age for Computer Architecture - John Hennessy

Explore the evolution of computer architecture with Stanford University's seminar. Learn about microprogramming, CISC to RISC transition, technology changes, and domain-specific architectures.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Online Course

Applied Machine Learning in Python

6 reviews

Explore applied machine learning techniques with the University of Michigan's 4-week course. Learn to use scikit learn toolkit, tackle data clustering, and create predictive models.

• Coursera
• 1 day 7 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

Neural Networks and Deep Learning

15 reviews

DeepLearning.AI offers a 4-week course on neural networks and deep learning, providing foundational knowledge and practical skills for AI technology development.

• Coursera
• 1 day 35 minutes
• On-Demand
• Free Online Course (Audit)

The Unix Workbench

1321 ratings at Coursera

Learn Unix basics and Bash programming in a 4-week course by Johns Hopkins University. Ideal for beginners, it equips you with essential tools for software development.

• Coursera
• 19 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Building Web Applications in PHP

4212 ratings at Coursera

Explore web application structure, browser-server interaction, and PHP basics in this 8-week course by the University of Michigan. Learn HTML, CSS, and integrated PHP/MySQL environment usage.

• Coursera
• 1 day 6 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

129 ratings at Coursera

Columbia University's 4-week online course offers role-based training in health informatics, focusing on innovation, value, and enrichment from an administrative/IT perspective.

• Coursera
• 14 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

Convolutional Neural Networks

8 reviews

DeepLearning.AI's 4-week course on Convolutional Neural Networks. Learn to build networks, apply them to visual detection tasks, and use neural style transfer to generate art.

• Coursera
• 1 day 11 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective)

28 ratings at Coursera

Columbia University's 4-week online course focuses on health informatics, using case scenarios to explore topics like patient-centered care, healthcare data analytics, and value-based care.

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

DeepLearning.AI;  Stanford

Structuring Machine Learning Projects

6 reviews

DeepLearning.AI's 2-week course offers practical skills in structuring machine learning projects, diagnosing errors, and implementing strategies for error reduction. Ideal for aspiring AI team leaders.

• Coursera
• 6 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Higher School of Economics;  CU Boulder

Introduction to Deep Learning

23 ratings at Coursera

Dive into Deep Learning with this 5-week course by Higher School of Economics. Learn to build and train neural networks, with hands-on projects in Python. Prior coding knowledge required.

• Coursera
• 2 days 12 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Accessible Gamification

Learn how accessibility plays into gamification fundamentals, creating efficiency in business for everyone.

• edX
• 5 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Artificial Intelligence

This course gives a survey of topics in AI along with in-depth foundational concepts such as classical search, probability, machine learning, logic and planning.

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