Optimization Problems Courses and Certifications

Open Compute Project

How Annealing Quantum Computing Addresses Complex Optimization Problems Now

Discover how annealing quantum computing solves complex optimization challenges through cloud-based solutions, developer tools, and quantum-hybrid approaches for enterprise applications.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Sundeep Saradhi Kanthety

Knapsack Problem Using Greedy Method - Optimization Problems in Design and Analysis of Algorithms

Master the Knapsack Problem using the Greedy Method algorithm, understanding its optimization approach and implementation for efficient problem-solving in Design and Analysis of Algorithms.

• YouTube
• 18 minutes
• On-Demand
• Free Video

2021 Complete guide on optimization problems in Mechanics

62 ratings at Udemy

Learn how to formulate and solve your problems in GAMS

• Udemy
• 3 hours 5 minutes
• On-Demand
• Paid Course

Introduction to Genetic Algorithms: Theory and Applications

903 ratings at Udemy

Learn the main mechanisms of Genetic Algorithm as a heursitic Artificial Intalligence search or optimization in Matlab

• Udemy
• 7 hours 6 minutes
• On-Demand
• Paid Course

Operations Research (1): Models and Applications

578 ratings at Coursera

This course introduces frameworks and ideas about various types of optimization problems in the business world. In particular, we focus on how to formulate real business problems into mathematical models that can be solved by computers.

• Coursera
• 11 hours 27 minutes
• On-Demand
• Paid Course

Mathematical Optimization for Business Problems

Learn mathematical programming fundamentals to model and solve optimization problems using IBM Decision Optimization technology, covering key concepts, techniques, and algorithms.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Professor Leonard

Calculus 1 - Optimization; Max/Min Application Problems

Learn to solve optimization problems and apply max/min techniques to real-world scenarios, enhancing your problem-solving skills in calculus.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

Bio-inspired Artificial Intelligence Algorithms

190 ratings at Udemy

Genetic algorithm, differential evolution, neural networks, clonal selection, particle swarm, ant colony optimization

• Udemy
• 8 hours 24 minutes
• On-Demand
• Paid Course

Optimization algorithm using matlab

131 ratings at Udemy

A video tutorial on Firefly Optimization Algorithm and its implementation in MATLAB from scratch

• Udemy
• 1 hour 5 minutes
• On-Demand
• Paid Course

Microeconomics - 1: Finding Demand

114 ratings at Udemy

Explore consumer behavior modeling and optimization through a unique graphical approach. Learn to create simple economic models and solve problems in microeconomics.

• Udemy
• 1 hour 9 minutes
• On-Demand
• Free Online Course

Imperial College London;  Imperial College Business School

Maths Essentials

11 ratings at edX

Discover and acquire the fundamental maths skills that you will need to use while studying an MBA program, from algebra to differentiation and geometric series.

• edX
• 6 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Job Shop Scheduling Using MILP Optimization on RStudio

Learn to optimize job shop scheduling using Mixed Integer Linear Programming in RStudio. Gain hands-on experience with formulating, solving, and analyzing complex scheduling problems using the lpSolveAPI library.

• Coursera
• 2 hours 2 minutes
• On-Demand
• Paid Course

Alan Turing Institute

Delayed Column Generation in Large Scale Integer Optimization Problems

Explore delayed column generation for solving large-scale mixed integer programming problems, focusing on applications in data science and decision mathematics.

• YouTube
• 2 hours 41 minutes
• On-Demand
• Free Video

Open Data Science

Learning to Optimize High Dimensional Optimization Problems

Explore deep neural networks and reinforcement learning for solving high-dimensional optimization problems, improving performance in job scheduling, neural architecture search, and black-box optimization.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Math with Professor V

Optimization Problems in Economics and Business - Applied Calculus

Master practical calculus optimization through real-world economics problems, including revenue maximization, cost-efficient fencing, and optimal production batch calculations.

• YouTube
• 25 minutes
• On-Demand
• Free Video