Columbia University Courses

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

134 ratings at Coursera

Explore health informatics innovations for administrative and IT roles in healthcare, covering topics like data analytics, value-based care, and interoperability to enhance decision-making and operational efficiency.

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

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

156 ratings at Coursera

Comprehensive health informatics training for clinicians, covering topics like population health, care coordination, value-based care, and data analytics to enhance healthcare delivery and decision-making.

• Coursera
• 1 day 17 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Camera and Imaging

130 ratings at Coursera

Explore imaging fundamentals, from lens cameras to image sensors, covering optical characteristics, color sensing, and image processing techniques for improved computer vision systems.

• Coursera
• 20 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Programming & Data Structures

This course introduces essentials of AI, Programming & Python and Data Structures as a review and refresher in preparation for more comprehensive course work.

• edX
• 5 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Features and Boundaries

43 ratings at Coursera

Explore image feature and boundary detection techniques, from edge and corner detection to SIFT and face detection. Learn to apply these methods in panorama stitching and object recognition.

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

3D Reconstruction - Multiple Viewpoints

39 ratings at Coursera

Explore 3D scene reconstruction from multiple viewpoints, covering camera calibration, stereo vision, optical flow, and structure from motion for applications in robotics, VR, and AR.

• Coursera
• 3 days 22 minutes
• On-Demand
• Free Online Course (Audit)

3D Reconstruction - Single Viewpoint

35 ratings at Coursera

Explore 3D scene reconstruction from a fixed viewpoint using techniques like shape from shading, photometric stereo, depth from defocus, and active illumination for various applications.

• Coursera
• 3 days 17 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

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

28 ratings at Coursera

Explore health informatics for care coordination, value-based care, and patient-centered approaches. Gain insights into data analytics and interoperability to enhance healthcare delivery and decision-making.

• Coursera
• 13 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Visual Perception

29 ratings at Coursera

Explore visual perception in computer vision, covering object tracking, image segmentation, appearance matching, and neural networks for advanced image analysis and recognition.

• Coursera
• 3 days 10 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Decision Making and Reinforcement Learning

17 ratings at Coursera

Explore sequential decision-making and reinforcement learning, covering utility theory, bandit problems, MDPs, POMDPs, Monte Carlo methods, and temporal difference learning. Gain practical skills through algorithms and examples.

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

Microcredential

First Principles of Computer Vision

1 review

Comprehensive exploration of computer vision foundations, covering imaging, feature detection, 3D reconstruction, and visual perception. Ideal for beginners seeking to build a career in this growing field.

• Coursera
• 30 weeks, 2 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Artificial Intelligence

Comprehensive exploration of AI fundamentals, machine learning, robotics, and CGI animation. Gain advanced skills through hands-on projects and expert instruction from Columbia University's leading researchers.

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

Machine Learning for Data Science and Analytics

15 reviews

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

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

Artificial Intelligence (AI)

12 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
• 12 weeks, 8-10 hours a week
• Finished
• Free Online Course (Audit)

Machine Learning

11 reviews

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

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