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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.
Arizona State University
Factorial experiments are often used in factor screening.; that is, identify the subset of factors in a process or system that are of primary important to the response. Once the set of important factors are identified interest then usually turns to optimization; that is, what levels of the importan…
University of Pennsylvania
By drawing on social science perspectives, this course enables you to learn what diversity is, and how to use it to maximize team performance, innovation and creativity. You also learn how to draw out the collective wisdom of diverse teams, handle conflict and establish common ground rules through…
Microsoft
Master the physical and logical infrastructure required for high-density AI compute clusters. This course equips engineers and infrastructure leads to optimize thermal management, design high-availability power distribution, and balance liquid cooling vs. cloud bursting.
Babson College
Optimize your business for successby learning the fundamentals of entrepreneurial operations.
University of California, Davis
This capstone project is your opportunity to pull everything together into a polished portfolio piece. Throughout the course, you’ll walk through what a real SEO engagement looks like—from kicking off a project and identifying opportunities to making a case for updates, resourcing the work, and man…
Johns Hopkins University
Master Distributed Databases and Cloud Analytics
Amazon Web Services
As organizations increasingly deploy retrieval-augmented generation (RAG) systems to unlock the value of their knowledge assets, the demand for skilled professionals who can architect, implement, and optimize these solutions continues to grow. This curriculum prepares you to meet that demand by pro…
Amazon Web Services
This module focuses on optimizing the performance of generative AI applications through systematic approaches to pre-computation, retrieval systems, model configuration, and API profiling. You will learn practical techniques to enhance response times, improve user experience, and maximize resource…
Amazon Web Services
Welcome to the fourth part of this learning plan centered around operational excellence for generative AI applications.In this part, you'll learn how to implement cost optimization and resource efficiency strategies, optimize application performance through pre-computation and retrieval systems, an…
Microsoft
This course focuses on the enterprise aspects of managing and optimizing big data systems. Learners will implement governance frameworks, configure security controls, and apply data protection strategies. You’ll also master performance optimization, scaling strategies, and cost management practices…
Microsoft
This course will equip you with the skills to build high-performance, intelligent data solutions. You will gain hands-on experience by building robust semantic models in Power BI, implementing the groundbreaking DirectLake mode for lightning-fast analytics, and leveraging the power of Copilot in Fa…
Microsoft
Elevate your JavaScript skills with professional development practices. Learn systematic debugging approaches, implement testing strategies, and apply code optimization techniques to create secure, maintainable applications that meet industry standards. You’ll employ these skills to build a Book Tr…
Amazon Web Services
In this course, you will explore two techniques to improve the performance of a foundation model (FM): Retrieval Augmented Generation (RAG) and fine-tuning. You will learn about Amazon Web Services (AWS) services that help store embeddings with vector databases, the role of agents in multi-step tas…
MathWorks
Discover how engineers apply machine learning to advance manufacturing analytics, improve quality, and optimize yield. Explore practical AI for manufacturing workflows that turn process and sensor data into actionable insights, without heavy coding.
Dartmouth College
Learn to transform data into actionable strategies in Prescriptive Analytics for Digital Transformation. Use Python to build and solve optimization models, tackle complex decisions, and leverage prescriptive tools to drive efficient, data-driven innovations with Dartmouth Thayer School of Engineeri…
Microsoft
Learn to control the size and order of query results in PostgreSQL with the LIMIT, OFFSET, and ORDER BY clauses. Master pagination, sorting, and optimizing performance with these essential SQL tools.
Amazon Web Services
In this module, you will learn how to do the following:Build effective data validation and processing pipelines for foundation models, ensuring optimal AI performance through high-quality inputs.This module focuses on implementing data validation and processing pipelines for foundation models, cove…
Microsoft
This course is designed to transition experienced developers into AI agent specialists through intensive, hands-on coding. You'll build production-ready systems by using AI frameworks and integrating advanced language models. You'll benefit by learning to build secure, cost-optimized agents and con…
Dartmouth College
Discover how to tackle complex challenges with Simulation for Digital Transformation. Learn to use Python and SimPy to model, analyze, and optimize systems, empowering you to make data-driven decisions and lead impactful digital transformation initiatives with Dartmouth Thayer School of Engineering…
Microsoft
This course explores the architecture and components of full-stack development, focusing on API integration and state management. You'll learn to build and optimize full-stack projects, leveraging Microsoft Copilot for writing, debugging, and enhancing integration code. By the end of the course, yo…
