Columbia University Courses

Natural Language Processing

7 reviews

Have you ever wondered how to build a system that automatically translates between languages? Or a system that can understand natural language instructions from a human? This class will cover the fundamentals of mathematical and computational models of…

• Coursera
• 8-10 hours a week, 10 weeks long
• 24th Feb, 2013
• Free Online Course (Audit)

Microcredential

First Principles of Computer Vision

1 review

This specialization presents the first comprehensive treatment of the foundations of computer vision. It focuses on the mathematical and physical underpinnings of vision and has been designed for learners, practitioners and researchers who have little or…

• Coursera
• 3 hours a week, 30 weeks long
• Paid Course
• 5 courses

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

126 ratings at Coursera

HI-FIVE (Health Informatics For Innovation, Value & Enrichment) Training is an approximately 10-hour online course designed by Columbia University in 2016, with sponsorship from the Office of the National Coordinator for Health Information Technology (ON…

• Coursera
• 14 hours worth of material, 4 weeks long
• 20th Mar, 2023
• Free Online Course (Audit)

Machine Learning

12 reviews

Master the essentials of machine learning and algorithms to help improve learning from data without human intervention.

• edX
• 8-10 hours a week, 12 weeks long
• Self paced
• Free Online Course (Audit)

Artificial Intelligence (AI)

13 reviews

Learn the fundamentals of Artificial Intelligence (AI), and apply them. Design intelligent agents to solve real-world problems including, search, games, machine learning, logic, and constraint satisfaction problems.

• edX
• 8-10 hours a week, 12 weeks long
• Self paced
• Free Online Course (Audit)

HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)

152 ratings at Coursera

HI-FIVE (Health Informatics For Innovation, Value & Enrichment) Training is a 12-hour online course designed by Columbia University in 2016, with sponsorship from the Office of the National Coordinator for Health Information Technology (ONC). The traini…

• Coursera
• 42 hours worth of material, 4 weeks long
• 20th Mar, 2023
• Free Online Course (Audit)

Machine Learning for Data Science and Analytics

15 reviews

Learn the principles of machine learning and the importance of algorithms.

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

Enabling Technologies for Data Science and Analytics: The Internet of Things

6 reviews

Discover the relationship between Big Data and the Internet of Things (IoT).

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

Visual Perception

11 ratings at Coursera

The ultimate goal of a computer vision system is to generate a detailed symbolic description of each image shown. This course focuses on the all-important problem of perception. We first describe the problem of tracking objects in complex scenes. We lo…

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

3D Reconstruction - Multiple Viewpoints

17 ratings at Coursera

This course focuses on the recovery of the 3D structure of a scene from images taken from different viewpoints. We start by first building a comprehensive geometric model of a camera and then develop a method for finding (calibrating) the internal and ex…

• Coursera
• 8-9 hours worth of material, 5 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Camera and Imaging

79 ratings at Coursera

This course covers the fundamentals of imaging – the creation of an image that is ready for consumption or processing by a human or a machine. Imaging has a long history, spanning several centuries. But the advances made in the last three decades have re…

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

Features and Boundaries

19 ratings at Coursera

This course focuses on the detection of features and boundaries in images. Feature and boundary detection is a critical preprocessing step for a variety of vision tasks including object detection, object recognition and metrology – the measurement of the…

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

3D Reconstruction - Single Viewpoint

15 ratings at Coursera

This course focuses on the recovery of the 3D structure of a scene from its 2D images. In particular, we are interested in the 3D reconstruction of a rigid scene from images taken by a stationary camera (same viewpoint). This problem is interesting as we…

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

Microcredential

Artificial Intelligence

This MicroMasters program from Columbia University will give you a rigorous, advanced, professional, graduate-level foundation in Artificial Intelligence. The program represents 25% of the coursework toward a Master's degree in Computer Science at Columb…

• edX
• 8-10 hours a week, 46 weeks long
• $996.00

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

26 ratings at Coursera

HI-FIVE (Health Informatics For Innovation, Value & Enrichment) Training is an approximately 10-hour online course designed by Columbia University in 2016, with sponsorship from the Office of the National Coordinator for Health Information Technology (ON…

• Coursera
• 14 hours worth of material, 4 weeks long
• 20th Mar, 2023
• Free Online Course (Audit)