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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
The course covers the basic models and solution techniques for problems of sequential decision making under uncertainty (stochastic control). We will consider optimal control of a dynamical system over both a finite and an infinite number of stages. This includes systems with finite or infinite sta…
Columbia University
Learn fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.
Microsoft
Master the complete lifecycle of building, deploying, and maintaining production-ready data pipelines in Azure Databricks—from design and orchestration to monitoring and optimization.
MIT OpenCourseWare
This course forms an introduction to a selection of mathematical topics that are not covered in traditional mechanical engineering curricula, such as differential geometry, integral geometry, discrete computational geometry, graph theory, optimization techniques, calculus of variations and linear a…
Microsoft
Learn how to design, train, optimize, automate, deploy, and monitor machine learning models with Azure Machine Learning and GitHub Actions.
Microsoft
Learn to protect data with encryption and access controls, tune query performance, implement CI/CD pipelines for database projects, and integrate SQL solutions with Azure services.
IBM
A short hands-on project: AI Design Patterns, Customer Support Optimization, Parallelization.
Learn all about databases in this course designed to help you understand the complexities of database architecture and optimization. From understanding the foundational components like transaction management and storage engines to mastering advanced indexing techniques and exploring the inner worki…
École polytechnique fédérale de Lausanne
Introduction to linear optimization, duality and the simplex algorithm.
Microsoft
Optimize query performance in Azure SQL
Microsoft
Create semantic models that serve reliable, governed analytics at scale — from initial DAX logic through performance optimization, data access control, and automated lifecycle management.
Great Learning
Marketing and Retail analytics is the process of measuring, managing, and analyzing marketing performance to maximize effectiveness and optimize investment return. This supports the business to improve its operations and customer experience by providing a 360-degree view of the customer's needs. Th…
Great Learning
This free online logistics and supply chain management course provides you with the skills necessary to optimize supply chain operations and meet customer demands effectively. You’ll gain a comprehensive understanding of logistics management, from designing an efficient logistics network to balanci…
MIT OpenCourseWare
This graduate-level course is a continuation of Mathematical Methods for Engineers I (18.085). Topics include numerical methods; initial-value problems; network flows; and optimization.
DeepLearning.AI
Master advanced PyTorch techniques to build high-performing, efficient deep learning models. In this course, you’ll expand your skills in hyperparameter optimization, model profiling, and workflow efficiency. You’ll experiment with learning rate schedulers, tackle overfitting, and use automated hyp…
University of Colorado Boulder
"Excel/VBA for Creative Problem Solving, Part 2" builds off of knowledge and skills obtained in "Excel/VBA for Creative Problem Solving, Part 1" and is aimed at learners who are seeking to augment, expand, optimize, and increase the efficiency of their Excel spreadsheet skills by tapping into the p…
Stanford University
This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal…
MIT OpenCourseWare
This class is an applications-oriented course covering the modeling of large-scale systems in decision-making domains and the optimization of such systems using state-of-the-art optimization tools. Application domains include: transportation and logistics planning, pattern classification and image…
Learn PostgreSQL, one of the world's most advanced and robust open-source relational database systems. Whether you're a beginner looking to set up your first database, or a seasoned developer aiming to scale and optimize complex data structures, this course has something valuable for you. ✏️ Alexan…
IIT Kharagpur
Electrical Engineering course by Prof. Ashish Ranjan Hota.
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