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Explore the Optimization Course Catalog
Coursera Project Network
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Performance Tuning, Machine Learning Methods, Python Programming
Status: Free TrialAlberta Machine Intelligence Institute
Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Business Operations, Machine Learning, Ethical Standards And Conduct, Applied Machine Learning, Business Strategy, Data Maintenance, Risk Mitigation, Performance Metric, Systems Integration, Stakeholder Communications
Status: Free TrialStanford University
Skills you'll gain: Algorithms, Graph Theory, Theoretical Computer Science, Computational Thinking, Data Structures, Pseudocode, Operations Research
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Operations Research, Algorithms, Applied Mathematics, Graph Theory, Combinatorics, Computational Thinking, Mathematical Modeling, Theoretical Computer Science, Python Programming
EIT Digital
Skills you'll gain: Data Structures, Theoretical Computer Science, Data Storage Technologies, Algorithms, Graph Theory, File Systems, Data Access, Performance Tuning, Computer Hardware
Status: NewStatus: PreviewBirla Institute of Technology & Science, Pilani
Skills you'll gain: Computer Science, Machine Learning Algorithms, Solution Design, Problem Solving, Mathematical Theory & Analysis, Scalability
Status: NewStatus: PreviewSkills you'll gain: Generative AI, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Application Frameworks, Tensorflow, Applied Machine Learning, Performance Tuning, Hardware Architecture, Computer Hardware, Algorithms, Scalability
Status: Free TrialStanford University
Skills you'll gain: Algorithms, Graph Theory, Data Structures, Theoretical Computer Science, Computational Thinking, Analysis, Probability & Statistics, Probability
Coursera Project Network
Skills you'll gain: SQL, Relational Databases, Database Management, Database Systems, Performance Tuning, Databases, Database Administration, Query Languages
Status: Free TrialScrimba
Skills you'll gain: Software Design Patterns, Software Design, Computational Thinking, Algorithms, Program Development, Computer Programming, Software Development, Software Engineering, Data Structures, Problem Solving, Pseudocode, Computer Science, Javascript, Web Development, Machine Learning Methods, Data Science
Status: Free TrialStanford University
Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures, Theoretical Computer Science
Status: PreviewUniversidad Austral
Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Analysis, Applied Machine Learning, Machine Learning, Algorithms
In summary, here are 10 of our most popular optimization courses
- Optimize TensorFlow Models For Deployment with TensorRT:Â Coursera Project Network
- Optimizing Machine Learning Performance:Â Alberta Machine Intelligence Institute
- Shortest Paths Revisited, NP-Complete Problems and What To Do About Them:Â Stanford University
- Approximation Algorithms and Linear Programming :Â University of Colorado Boulder
- I/O-efficient algorithms:Â EIT Digital
- Algorithm Design: Mastering Computational Problem Solving:Â Birla Institute of Technology & Science, Pilani
- Optimizing Generative AI on Arm Processors:Â Arm
- Divide and Conquer, Sorting and Searching, and Randomized Algorithms:Â Stanford University
- Optimize Your Database with Indexes:Â Coursera Project Network
- JavaScript Algorithms:Â Scrimba
