Stanford's online graduate certificate: Data, Models and Optimization
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The Data, Models and Optimization graduate certificate focuses on recognizing and solving problems with information mathematics. You'll address core analytical and algorithmic issues using unifying principles that can be easily visualized and readily understood. With advancements in computing science and systematic optimization, this dynamic program will expose you to an amazing array of applications and tools used in communications, finances, and electrical engineering.
You Will Learn
- Applications that build on or use convex optimization
- Ideas of self-concordance and complexity analysis
- Methods for analyzing and solving large scale problems
- Prototypes to develop accurate models and efficient algorithms
- Techniques for exploiting structure to improve efficiency
- Theoretical advantages of real-time reactive or automatic control systems
