Optimization

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Introduction to Optimization (edX)

Oct 31st 2023
Introduction to Optimization (edX)
Course Auditing
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Effort
Languages
A self-contained course on the fundamentals of modern optimization with equal emphasis on theory, implementation, and application. We consider linear and nonlinear optimization problems, including network flow problems and game-theoretic models in which selfish agents compete for shared resources. We apply these models to a variety of real-world [...]

Manufacturing Process Control II (edX)

Oct 17th 2023
Manufacturing Process Control II (edX)
Course Auditing
Categories
Effort
Languages
Learn how to control process variation, including methods to design experiments that capture process behavior and understand means to control variability. As part of the Principles of Manufacturing MicroMasters program, this course will build on statistical process control foundations to add process modeling and optimization.Building on formal methods of [...]

Telehealth Optimization: Practice Considerations, Workflow Planning, and Healthcare Accessibility (edX)

Self Paced
Telehealth Optimization: Practice Considerations, Workflow Planning, and Healthcare Accessibility (edX)
Course Auditing
Categories
Effort
Languages
Learn how to plan a telehealth care journey to improve the patient experience, with guidance from Stanford Medicine faculty. Discover how telehealth can be used to make healthcare more accessible. A truly impactful telehealth program places the patient at the center of the experience and makes healthcare more accessible [...]

Mathematical Optimization for Engineers (edX)

Self Paced
Mathematical Optimization for Engineers (edX)
Course Auditing
Categories
Effort
Languages
Learn the mathematical and computational basics for applying optimization successfully. Master the different formulations and the important concepts behind their solution methods. Learn to implement and solve optimization problems in Python through the practical exercises.

Building Modern Java Applications on AWS (edX)

Self PAced
Building Modern Java Applications on AWS (edX)
Course Auditing
Categories
Effort
Languages
In this course, we will be covering how to build a modern, greenfield serverless backend on AWS. In modern cloud native application development, it’s often times the goal to build out serverlessarchitectures that are scalable, are highly available, and are fully managed. This mean, less operational overhead for you [...]

Building Modern Nodejs Applications on AWS (edX)

Self Paced
Building Modern Nodejs Applications on AWS (edX)
Course Auditing
Categories
Effort
Languages
In this course, we will be covering how to build a modern, greenfield serverless backend on AWS. In modern cloud native application development, it’s often times the goal to build out serverlessarchitectures that are scalable, are highly available, and are fully managed. This mean, less operational overhead for you [...]
Self Paced
Course Auditing
156.00 EUR

Web Tooling & Automation (Udacity)

Gulp, Sass, and BabelJS, Oh My! In this course, you’ll learn how to setup your development, get super productive during daily work and iteration, prevent yourself and your site from disasters and save a lot of time and effort with automatic optimization and automation. Finally, you’ll learn how to [...]

Spark (Udacity)

Self Paced
Spark (Udacity)
Free Course
Categories
Effort
Languages
Master how to work with big data and build machine learning models at scale using Spark! In this course, you’ll learn how to use Spark to work with big data and build machine learning models at scale, including how to wrangle and model massive datasets with PySpark, the Python [...]

Introduction to Computational Materials Design (edX)

Self Paced
Introduction to Computational Materials Design (edX)
Course Auditing
Categories
Effort
Languages
The purpose of this course is to analyze the present status and possibilities of computational materials design and to implement a new paradigm of material science by learning basic cutting-edge computational methods and designing materials using quantum simulation program codes.

Machine Learning Operations 2 (MLOps2-AML): Data Pipeline Automation & Optimization using Microsoft Azure Machine Learning (AML) (edX)

Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how to automate your pipeline’s functions and continuously optimize its performance, which is why we developed this course, MLOps2: Data [...]