Columbia University Courses

The Civil War and Reconstruction - 1861 - 1865: A New Birth of Freedom

6 ratings

Learn about the political, social, and economic changes in the Union and the Confederacy and the Civil War’s long-term economic and intellectual impact.

• edX
• 16 weeks, 4-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Financial Engineering and Risk Management

427 ratings at Coursera

Aprende a resolver problemas de finanzas cuantitativas con Columbia University. Cubre precios de derivados, asignación de activos, optimización de portafolios y trading algorítmico en 30 semanas.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

The Construction Industry: The Way Forward

407 ratings at Coursera

Explore construction industry trends, challenges, and transformations. Learn about technological innovations, sustainability, and strategies for industry advancement in this comprehensive overview.

• Coursera
• 9 hours 11 minutes
• Self-Paced
• Paid Course

Introduction to Financial Engineering and Risk Management

325 ratings at Coursera

Explore fixed income securities, derivatives, and pricing models. Learn probability, optimization, and risk management fundamentals. Apply binomial and Black-Scholes models to price options and other financial instruments.

• Coursera
• 18 hours
• Self-Paced
• Paid Course

Camera and Imaging

161 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 31 minutes
• Self-Paced
• Paid Course

Causal Inference

107 ratings at Coursera

Rigorous mathematical exploration of causal inference methods, including randomization, regression, propensity scores, and matching. Ideal for understanding and applying causal relationships in various fields.

• Coursera
• 12 hours 26 minutes
• Self-Paced
• Paid Course

Term-Structure and Credit Derivatives

65 ratings at Coursera

Explore term structure models, credit derivatives, and mortgage-backed securities. Learn to calibrate models, price instruments, and understand securitization in fixed income markets.

• Coursera
• 14 hours
• Self-Paced
• Paid Course

Features and Boundaries

54 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 1 hour 19 minutes
• Self-Paced
• Paid Course

Optimization Methods in Asset Management

47 ratings at Coursera

Explore optimization methods in asset management, covering Mean-Variance Analysis, CAPM, risk measurements, ETFs, and transaction costs modeling for practical portfolio construction and risk management.

• Coursera
• 14 hours 8 minutes
• Self-Paced
• Paid Course

Computational Methods in Pricing and Model Calibration

45 ratings at Coursera

Explore computational methods for pricing options and interest rate products, including numerical techniques, model calibration, and real-world applications using Python. Learn to analyze and implement various financial models.

• Coursera
• 1 day 26 minutes
• Self-Paced
• Paid Course

3D Reconstruction - Multiple Viewpoints

44 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 1 hour 12 minutes
• Self-Paced
• Paid Course

3D Reconstruction - Single Viewpoint

42 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 18 hours 2 minutes
• Self-Paced
• Paid Course

Visual Perception

35 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 11 hours 31 minutes
• Self-Paced
• Paid Course

Advanced Topics in Derivative Pricing

31 ratings at Coursera

Explore advanced derivative pricing, including Black-Scholes model, Greeks, risk management, implied volatility, credit derivatives, and real options. Gain practical skills for equity and credit markets.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

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

30 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
• Self-Paced
• Paid Course