Free online
Learn Optimism online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
MIT OpenCourseWare
This course will focus on fundamental subjects in convexity, duality, and convex optimization algorithms. The aim is to develop the core analytical and algorithmic issues of continuous optimization, duality, and saddle point theory using a handful of unifying principles that can be easily visualize…
MIT OpenCourseWare
This capstone course is a group design project involving integration of nuclear physics, particle transport, control, heat transfer, safety, instrumentation, materials, environmental impact, and economic optimization. It provides opportunities to synthesize knowledge acquired in nuclear and non-nuc…
MIT OpenCourseWare
This course uses computer-aided design methodologies for synthesis of multivariable feedback control systems. Topics covered include: performance and robustness trade-offs; model-based compensators; Q-parameterization; ill-posed optimization problems; dynamic augmentation; linear-quadratic optimiza…
Microsoft
Explore the potential of the medallion architecture design in Microsoft Fabric. Organize and transform your data across Bronze, Silver, and Gold layers of a lakehouse for optimized analytics.
University of California San Diego
If you have ever used a navigation service to find optimal route and estimate time to destination, you've used algorithms on graphs. Graphs arise in various real-world situations as there are road networks, computer networks and, most recently, social networks! If you're looking for the fastest tim…
MIT OpenCourseWare
In this graduate-level course, we will be covering advanced topics in combinatorial optimization. We will start with non-bipartite matchings and cover many results extending the fundamental results of matchings, flows and matroids. The emphasis is on the derivation of purely combinatorial results,…
Microsoft
Connect to data sources including Excel, relational databases, and NoSQL stores in Power BI. Learn techniques to optimize performance and resolve common import errors.
The Georgia Institute of Technology
A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
Microsoft
Agent flows are a powerful way to automate repetitive tasks and integrate your apps and services. They can be triggered in various ways, such as manually, by other automated events or agents, or based on a schedule. Agent flows are created natively in Copilot Studio and optimized for use in Copilot…
DeepLearning.AI
This final course in the skill certificate focuses on applying AI to high-level software engineering tasks. You'll work with LLMs to design and implement sophisticated software systems, optimize code using established design patterns, and create efficient databases from scratch. By the end of this…
Columbia University
Develop quantitative models that leverage business data to forecast sales and support important marketing decisions.
Instructors: Saman Amarasinghe, Charles Leiserson This class is a hands-on, project-based introduction to building scalable and high-performance software systems. Topics include performance analysis, algorithmic techniques for high performance, instruction-level optimizations, cache and memory hier…
Microsoft
Learn how to show a user's emails in ASP.NET Core apps with Microsoft Graph. Also, learn how to optimize Microsoft Graph queries and load email in batches.
Indian Institute of Management Bangalore
Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science.
University of Pennsylvania
Learn how to incorporate resilience interventions into your personal and professional life with Dr. Karen Reivich. In this course, you are exposed to the foundational research in resilience, including protective factors such as mental agility and optimism. Several types of resilience interventions…
Microsoft
This module teaches you how to write clear, effective prompts for Microsoft Copilot Chat (Basic) by exploring key elements, best practices, personalization features, and Prompt Lab to help you achieve optimal results.
IIT Madras
Electrical Engineering course by Prof. Uday K Khankhoje.
Microsoft
Learn about what AI Agents are and when to use them in every day tasks. Understand how to optimize your prompt to get the best possible results from Copilot.
This Algorithms and Data Structures course will teach you everything you need to prepare for placements, interviews and logic building. This playlist will teach you how to create optimal solutions to your real world problems. We will cover a wide variety of data structures and algorithms in this co…
