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Learn Optimism online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
MIT OpenCourseWare
In this course, Dr. Ashkan Jasour addresses advanced probabilistic and robust optimization-based techniques for control and safety verification of nonlinear dynamical systems in the presence of uncertainties. Specifically, we will learn how to leverage rigorous mathematical tools, such as the theor…
Imperial College London
Our immune system relies on an innate and an adaptive arm that communicate and collaborate to provide us with an optimal response against pathogens. This course focuses on our innate immunity which provides us our first, fast and inherited defence against infections. In this course, you will take a…
Great Learning
The Product Analytics Tools course is a free course that will assist you to quantify user behavior, monitor engagement, and optimize product performance. At the end, you will be able to make smarter product decisions by using analytics and the need to determine the growth opportunities.The course i…
MIT OpenCourseWare
This course will examine optimization through a business analytics lens. Students will learn the theoretical aspects of linear programming, basic Julia programming, and proficiency with linear and nonlinear solvers. Theoretical components of the course are made approachable and require no formal ba…
IBM
Build advanced, job-ready skills in fine-tuning using Hugging Face, reinforcement learning using proximal preference optimization (PPO), and optimal solutions for direct preference optimization (DPO).
MIT OpenCourseWare
This course studies basic optimization and the principles of optimal control. It considers deterministic and stochastic problems for both discrete and continuous systems. The course covers solution methods including numerical search algorithms, model predictive control, dynamic programming, variati…
Microsoft
Learn about the different factors that influence performance in Azure NetApp Files and make choices to optimize the performance to meet the needs of your workloads.
Stanford University
Enhance antibiotic stewardship with this CME/CE course on Antibiotic Timeouts. Learn to reassess antibiotic therapy based on clinical data and microbiology to optimize patient outcomes and prevent misuse. Gain practical skills through case studies on common infections. Enroll today to improve your…
IBM
Build job-ready AI skills for software development, automate coding, optimize design, detect bugs, and create AI-powered solutions while considering ethics.
MIT OpenCourseWare
This course introduces the principal algorithms for linear, network, discrete, nonlinear, dynamic optimization and optimal control. Emphasis is on methodology and the underlying mathematical structures. Topics include the simplex method, network flow methods, branch and bound and cutting plane meth…
Alison
Particle Swarm Optimization (PSO) is an intelligent optimization algorithm that mimics the collective behavior of birds and fish to solve complex problems. It operates on a simple yet powerful principle of swarm intelligence, where particles, representing potential solutions, move through the solut…
MIT OpenCourseWare
The unifying theme of this course is best captured by the title of our main reference book: “Recursive Methods in Economic Dynamics”. We start by covering deterministic and stochastic dynamic optimization using dynamic programming analysis. We then study the properties of the resulting dynamic syst…
Master MongoDB with Laravel by building an Instagram clone. Learn document-based schema design, authentication, social features, and performance optimization techniques. Perfect for Laravel developers ready to move beyond SQL databases and leverage MongoDB's flexibility and scalability for modern w…
Microsoft
Design multi-agent memory architectures for production AI systems using Azure Cosmos DB. Implement semantic memory with vector storage, configure context window optimization strategies, design memory expiration and pruning policies, and build context-aware agent behaviors based on recalled history.
MIT OpenCourseWare
Introduction to the theories of economic growth. Topics will include basic facts of economic growth and long-run economic development; brief overview of optimal control theory and dynamic programming; basic neoclassical growth model under a variety of market structures; human capital and economic g…
Microsoft
Explore how to leverage both RISE with SAP and Microsoft Cloud to optimize workflows, automate tasks, enhance decision-making, and improve team communication and collaboration.
MIT OpenCourseWare
This course introduces students to the fundamentals of nonlinear optimization theory and methods. Topics include unconstrained and constrained optimization, linear and quadratic programming, Lagrange and conic duality theory, interior-point algorithms and theory, Lagrangian relaxation, generalized…
MIT OpenCourseWare
The course is a comprehensive introduction to the theory, algorithms and applications of integer optimization and is organized in four parts: formulations and relaxations, algebra and geometry of integer optimization, algorithms for integer optimization, and extensions of integer optimization.
MIT OpenCourseWare
There is need for a rigorous, quantitative multidisciplinary design methodology that works with the non-quantitative and creative side of the design process in engineering systems. The goal of multidisciplinary systems design optimization is to create advanced and complex engineering systems that m…
MIT OpenCourseWare
Inspired by the work of the architect Antoni Gaudi, this research workshop will explore three-dimensional problems in the static equilibrium of structural systems. Through an interdisciplinary collaboration between computer science and architecture, we will develop design tools for determining the…
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