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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
This course presents a rational basis for the preliminary design of motion-sensitive structures. Topics covered include: analytical and numerical techniques for establishing the optimal stiffness distribution, the role of damping in controlling motion, tuned mass dampers, base isolation systems, an…
DeepLearning.AI
In this short course, you’ll learn essential finetuning concepts and how to train a large language model using your own data. You’ll be equipped to incorporate the latest techniques to optimize your model and produce transformative results. When you complete this course, you will be able to: Unders…
MIT OpenCourseWare
Linear algebra concepts are key for understanding and creating machine learning algorithms, especially as applied to deep learning and neural networks. This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learni…
Great Learning
Reinforcement Learning in Python is an eminent area of modern research in artificial intelligence. It differs from supervised and unsupervised learning but is about how humans learn in real life. It is the science of decision-making and allows the creation of optimal behavior simulations to obtain…
École polytechnique fédérale de Lausanne
Introduction to unconstrained nonlinear optimization, Newton’s algorithms and descent methods.
Microsoft
Apply cost optimization guidance in your architecture to sustain and improve your return on investment (ROI).
Delft University of Technology
Learn how to decide on efficient combinations of energy conversion systems and how to distribute and control air and energy flows in buildings whilst minimizing carbon emissions and optimizing thermal comfort in close consideration with the architect.
École polytechnique fédérale de Lausanne
Introduction to network optimization and discrete optimization
Stanford University
Learn evidence-based, non-opioid strategies to improve diagnostic accuracy, enhance patient outcomes, and manage migraines effectively. Ideal for primary care providers and neurologists seeking up-to-date, guideline-driven approaches. Enroll in the CME/CE activity and optimize your migraine managem…
Prepare for the GitHub Actions certification and pass! Certify your proficiency in automating workflows and accelerating development with GitHub Actions. Test your skills in streamlining workflows, automating tasks, and optimizing software pipelines, including CI/CD—all within customizable workflow…
MIT OpenCourseWare
6.780 covers statistical modeling and the control of semiconductor fabrication processes and plants. Topics covered include: design of experiments, response surface modeling, and process optimization; defect and parametric yield modeling; process/device/circuit yield optimization; monitoring, diagn…
Alison
Advanced ESXi 5.5: Upgrading ESXi, Disaster Recovery and VM Monitoring is the third instalment in the VMware 5.5 administration suite of courses. This free online VMWare course begins with a discussion on how to optimize the resources in VMware vSphere 5.5 and how its resource allocation controls m…
MIT OpenCourseWare
This course explores statistical modeling and control in manufacturing processes. Topics include the use of experimental design and response surface modeling to understand manufacturing process physics, as well as defect and parametric yield modeling and optimization. Various forms of process contr…
Great Learning
This free SEO for Beginners course is the perfect starting point to learn how Search Engine Optimization works and why it matters for building an online presence. You will learn the fundamentals of SEO, learn the various types, and take simple steps to increase visibility in search results.You will…
Microsoft
Learn how to use GitHub Copilot Spaces to get context-aware, reliable answers, configure custom instructions, and optimize interactions for repositories, issues, and pull requests.
Learn to build, debug, optimize, and scale RAG systems for production. 🚀 Free Production AI Starter Kit: https://bit.ly/production-ai-pack This course teaches what tutorials skip: why 90% of RAG projects fail and how to fix them. 💻 Code, Parts 1-5: https://github.com/pdichone/production-course-main…
Google Cloud
This course covers how to use Gemini in Gmail to optimize your email management. Learn to summarize lengthy threads, retrieve information using natural language, draft professional responses, and organize communication strategies directly inside your inbox.
Microsoft
This module looks at cost models and cost optimization features in Azure NetApp Files.
The Linux Foundation
Learn how PyTorch, a deep learning framework, can be used to automate and optimize processes through the development and deployment of state-of-the-art AI applications. The course will also help you understand the importance of data quality, how to choose the right model, and the challenges in depl…
Microsoft
This module explores how DevOps practices optimize application lifecycle management for accelerated time to market and operational stability.
