Free online
Learn Optimism online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Microsoft
Implement advanced retrieval-augmented generation (RAG) pipelines for production AI agents using Azure AI Search and Microsoft Foundry. Design hybrid search architectures, implement reranking strategies, configure dynamic knowledge source routing, and optimize chunking and embedding strategies.
Harvard University
This course introduces learners to Machine Learning Operations (MLOps) through the lens of TinyML (Tiny Machine Learning). Learners explore best practices to deploy, monitor, and maintain (tiny) Machine Learning models in production at scale.
Microsoft
Learn how to identify performance bottlenecks in code and how to optimize code for better performance by using GitHub Copilot in Visual Studio Code.
The Linux Foundation
Learn how PyTorch, a deep learning framework, can be used to automate and optimize processes …
Columbia University
Master the essentials of machine learning and algorithms to help improve learning from data without human intervention.
MIT OpenCourseWare
This course is a fast-paced introduction to the C and C++ programming languages, with an emphasis on good programming practices and how to be an effective programmer in these languages. Topics include object-oriented programming, memory management, advantages of C and C++, optimization, and others.…
Microsoft
Discover AI-powered image generators. Learn about image creation tools like Microsoft Image Creator. Understand their potential applications in the workplace and training settings and discover best practices for optimal results. Enhance your skills and transform your creative process with AI-powere…
Microsoft
Azure Database for PostgreSQL uses vacuum and autovacuum to remove rows that have been marked as soft-deleted after an update or deletion.
Databricks
Build, debug, and optimize AI agents using DSPy and MLflow.
Red Hat
Optimize, deploy, and benchmark an open-source LLM with vLLM.
Microsoft
Learn how to select fine-tuning methods (SFT, RFT, DPO), recognize agent quality problems, prepare training data, and design optimization strategies using hyperparameter configuration and iterative evaluation.
Microsoft
Configure SQL Server resources for optimal performance
MIT OpenCourseWare
This tutorial covers optimization strategies for diffusion models used in image and video generation; topics include architecture design, hardware efficiency, and inference techniques. Speaker: Sayak Paul, Hugging Face. This tutorial is part of a seminar series led by graduate students and postdocs…
These lectures are from the spring 2026 graduate course AA203 Optimal and Learning-Based Control. The course provides basic solution techniques for optimal control and dynamic optimization problems, such as those found in work with rockets, robotic arms, autonomous cars, option pricing, and macroec…
IISc Bangalore
Computer Science and Engineering course by Dr. Shirish K. Shevade.
IBM
Covers Decision Optimization, Mathematical Programming, Operational Research.
Database tech talks at from database vendors about their query optimizers at Carnegie Mellon University.
The Chinese University of Hong Kong
Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportat…
