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Discrete Optimization (Coursera)

Tired of solving Sudokus by hand? This class teaches you how to solve complex search problems with discrete optimization, including constraint programming, local search, and mixed-integer programming. Optimization technology is ubiquitous in our society. It schedules planes and their crews, coordinates the production of steel, and organizes the transportation [...]

Introduction to Technology-Assisted Decision-Making (Coursera)

Apr 15th 2024
Introduction to Technology-Assisted Decision-Making (Coursera)
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Technology-assisted decision-making is increasingly important to modern businesses in a wide variety of fields, including finance, healthcare, marketing, and logistics, among others. It introduces speed and efficiency because substantial amounts of data can be processed efficiently to enable faster, objective, contextual decisions. This online course will introduce you to [...]

Operations Research (1): Models and Applications (Coursera)

Apr 15th 2024
Operations Research (1): Models and Applications (Coursera)
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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, Industrial Engineering, etc. This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we [...]

Approximation Algorithms Part II (Coursera)

This is the continuation of Approximation algorithms, Part 1. Here you will learn linear programming duality applied to the design of some approximation algorithms, and semidefinite programming applied to Maxcut. By taking the two parts of this course, you will be exposed to a range of problems at the [...]

Approximation Algorithms Part I (Coursera)

How efficiently can you pack objects into a minimum number of boxes? How well can you cluster nodes so as to cheaply separate a network into components around a few centers? These are examples of NP-hard combinatorial optimization problems. It is most likely impossible to solve such problems efficiently, [...]

Introduction to Optimization (edX)

Oct 31st 2023
Introduction to Optimization (edX)
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A self-contained course on the fundamentals of modern optimization with equal emphasis on theory, implementation, and application. We consider linear and nonlinear optimization problems, including network flow problems and game-theoretic models in which selfish agents compete for shared resources. We apply these models to a variety of real-world [...]

Introduction to Graduate Algorithms (Udacity)

This is a graduate-level course in the design and analysis of algorithms. We study techniques for the design of algorithms (such as dynamic programming) and algorithms for fundamental problems (such as fast Fourier transform or FFT).

Operations Research: an Active Learning Approach (edX)

Learn the methodology and some prominent techniques of Operations Research to make informed decisions for solving your operational problems without the need of advanced mathematics. Operations management deals with operational planning and control issues, and is needed in all sectors of the society. One of the challenges to operations [...]

Crashing a Project using Microsoft Excel (Coursera)

Project Scheduling is an essential aspect of Project Management. In most case, after the Project Schedule has been prepared or during the Project execution, the Project Schedule needs to be crashed. Crashing a Project means to reduce the total duration of the Project. Crashing a Project involves a cost [...]