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Fundamentals of Machine Learning for Supply Chain (Coursera)

May 6th 2024
Fundamentals of Machine Learning for Supply Chain (Coursera)
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This course will teach you how to leverage the power of Python to understand complicated supply chain datasets. Even if you are not familiar with supply chain fundamentals, the rich data sets that we will use as a canvas will help orient you with several Pythonic tools and best [...]

Operations Research (3): Theory (Coursera)

May 6th 2024
Operations Research (3): Theory (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, Electrical Engineering, etc. The series of courses consists of three parts, we focus on deterministic optimization techniques, which is a major part [...]

Algorithms, Part II (Coursera)

This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing [...]

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 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 [...]