Columbia+
3D Reconstruction: Multiple Viewpoints
Enroll in 3D Reconstruction: Multiple Viewpoints to gain advanced expertise in recovering 3D structures from multi-camera images.
This course covers essential computer vision techniques such as camera calibration, uncalibrated stereo, optical flow, and structure from motion. Learn the principles of geometric modeling, explore ...
3D Reconstruction: Single Viewpoint
Enroll in 3D Reconstruction: Single Viewpoint to explore the foundational techniques for recovering the 3D structure of rigid scenes using 2D images captured from a stationary camera.
This course covers methods such as photometric stereo, depth estimation from defocus, and shape from shading. Gain hands-on experience with active ...
Advanced Topics in Derivative Pricing
Enroll in Advanced Topics in Derivative Pricing to deepen your expertise in financial engineering and derivative pricing methodologies.
This course explores advanced topics such as stochastic models, portfolio optimization, and risk management. Learn to value complex financial derivatives, including equity, credit, and energy ...
AI for Business
Enroll in AI for Business to explore the transformative potential of Artificial Intelligence (AI) in various industries, including finance, retail, and healthcare.
Designed for business executives, managers, and IT specialists, this course bridges technical and non-technical perspectives, providing a comprehensive overview of AI concepts ...An Introduction to Central Banking and Foreign Exchange
Enroll in An Introduction to Central Banking and Foreign Exchange to explore the historical, operational, and economic aspects of global currency markets.
This course delves into the history of foreign exchange, the structure of the spot foreign exchange market, and the roles and functions of central banks. Additionally, learners ...
Animation and CGI Motion I
Enroll in Animation and CGI Motion I to master the technical principles behind lifelike and physically-based CGI animations.
This graduate-level course explores the foundational techniques used in successful animated films, including configuration space, forces, and collision detection. Gain insights into industry-standard ...
Animation and CGI Motion II
Enroll in Animation and CGI Motion II to deepen your expertise in CGI and physically-based animation.
This graduate-level course explores advanced techniques for predicting the motion of materials and creating lifelike animations. Learn rigid body dynamics, elasticity, and fluid simulations through engaging lectures, quizzes, ...
Artificial Intelligence I
Enroll in Artificial Intelligence I to explore the foundational concepts and techniques of AI through real-world applications.
This course covers the design and implementation of intelligent agents capable of solving complex problems, including self-driving cars, face recognition, and tumor detection. Learn to build intelligent ...
Artificial Intelligence II
Enroll in Artificial Intelligence II to advance your understanding of AI and explore its cutting-edge applications.
This course delves into advanced techniques like reinforcement learning, constraint satisfaction problems, and natural language processing (NLP). Learn to design and implement intelligent agents capable of solving ...
Artificial Intelligence in Real Estate
This live online course provides an introduction to the foundations of data, AI, machine learning, and AI strategy in the real estate industry for real estate professionals and those working in real estate technology fields.