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Master optimization techniques for improving system performance. Learn about linear programming, nonlinear optimization, and heuristic methods.

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Explore the Optimization Course Catalog

Status: Free Trial
University of California San Diego
Algorithmic Toolbox
Skills you'll gain: Algorithms, Program Development, Debugging, Development Testing, Software Testing, Computational Thinking, Computer Programming, Programming Principles, Data Structures, Theoretical Computer Science, Bioinformatics
4.6
Rating, 4.6 out of 5 stars
13K reviews
Intermediate · Course · 1 - 3 Months
EIT Digital
Approximation Algorithms
Skills you'll gain: Algorithms, Graph Theory, Computational Thinking, Applied Mathematics, Theoretical Computer Science, Linear Algebra
4.7
Rating, 4.7 out of 5 stars
33 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Preview
Northeastern University
Data Structures & Algos: Software Development Skills
Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Software Development, Scalability
Mixed · Course · 1 - 4 Weeks
Duke University
Understand Big O Notation in Python
Skills you'll gain: Scalability, Performance Analysis, Simulations, Algorithms, Complex Problem Solving, Theoretical Computer Science, Python Programming, Data Structures, Software Architecture, Software Engineering
Beginner · Guided Project · Less Than 2 Hours
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Predictive Modeling, Applied Machine Learning, Verification And Validation, Performance Testing, Machine Learning
Intermediate · Course · 1 - 4 Weeks

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In summary, here are 5 of our most popular optimization courses

Algorithmic Toolbox: University of California San Diego
Approximation Algorithms: EIT Digital
Data Structures & Algos: Software Development Skills: Northeastern University
Understand Big O Notation in Python: Duke University
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud