This course offers a rigorous mathematical survey of causal inference at the Master’s level. Inferences about causation are of great importance in science, medicine, policy, and business. This course provides an introduction to the statistical literature on causal inference that has emerged in the last 35-40 years and that has revolutionized the way in which statisticians and … [Read more...] about Causal Inference
Math and Logic
Operations Research (2): Optimization Algorithms
Operations Research (OR) is a field in which people use mathematical and engineering methods to study optimization problems in Business and Management, Economics, Computer Science, Civil Engineering, Electrical Engineering, etc. The series of courses consists of three parts, we focus on deterministic optimization techniques, which is a major part of the field of OR. As the … [Read more...] about Operations Research (2): Optimization Algorithms
Delivery Problem
In this online course we’ll implement (in Python) together efficient programs for a problem needed by delivery companies all over the world millions times per day — the travelling salesman problem. The goal in this problem is to visit all the given places as quickly as possible. How to find an optimal solution to this problem quickly? We still don’t have provably … [Read more...] about Delivery Problem
Advanced Concepts in Time Value of Money (TVM)
This course builds upon the fundamental concept of Time Value of Money (TVM) using more advanced applications and questions. You will apply the TVM concept in real-life problems of financial planning and saving for college. You will also learn more about loans and apply TVM concepts to borrowing and lending. You will realize that — while the applications are seemingly more … [Read more...] about Advanced Concepts in Time Value of Money (TVM)
Advanced Understanding of Stocks and Bonds
This final course will cover more advanced aspects of bonds and stocks that will help you make smart personal decisions and develop a keen understanding of how governments and companies borrow from us. You will better understand stocks and bonds valuation and take a deeper dive using real-world problems. For stocks, you will review what you have already learned and understand … [Read more...] about Advanced Understanding of Stocks and Bonds
