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Automation courses 1,865

Learn Automation online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 1,865 courses

Microsoft

Experiment with Azure Machine Learning

Choose this module if you want to compare models by using automated machine learning, MLflow, and the Responsible AI dashboard.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Implement development lifecycle processes in Azure Databricks

Learn how to implement development lifecycle processes in Azure Databricks, including Git version control, branching strategies, testing approaches, and Declarative Automation Bundle deployment using the CLI.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Great Learning

ChatGPT for Excel

4.56,217 ratings

This free course on ChatGPT for Excel, now updated with GPT-5 prompts, will equip you with the skills to enhance your Excel capabilities using AI, making you more efficient and effective in your work. By the end of the course, you’ll be able to automate calculations, streamline tasks, and apply AI…

  • Great Learning Academy
  • 12 hours
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

Microsoft

Convert Oracle schemas to Azure Database for PostgreSQL by using AI

Learn how to use the AI-powered Oracle to Azure Database for PostgreSQL schema conversion feature in the Visual Studio Code PostgreSQL extension to automate schema translation, validate results in a scratch database, and resolve flagged items with GitHub Copilot agent mode.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Harvard University

MLOps for Scaling TinyML

4.68 ratings

This course introduces learners to Machine Learning Operations (MLOps) through the lens of TinyML (Tiny Machine Learning). Learners explore best practices to deploy, monitor, and maintain (tiny) Machine Learning models in production at scale.

  • edX
  • 7 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

Microsoft

Accelerate Azure SQL tasks with Microsoft Copilot

Use Copilot in Azure SQL Database, GitHub Copilot in SSMS and VS Code, and GitHub Copilot for IaC to work faster as a DBA: diagnose performance issues, author T-SQL, automate deployments, and evaluate every suggestion before applying it.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Automate machine learning workflows

Learn about automation for machine learning, machine learning operations, and MLOps.

  • Microsoft Learn
  • 30 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Automate model training with GitHub Actions

Choose this module if you want to automate and validate model training with GitHub Actions and Azure Machine Learning pipelines.

  • Microsoft Learn
  • 50 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

IIT Madras

Automated Program Verification

Computer Science and Engineering course by Prof. Kartik Nagar.

  • NPTEL
  • 68 lectures
  • Self-paced
  • Free course
  • Paid certificate

Great Learning

Big Data and AI

4.6722 ratings

Organizations collect more data than most teams can interpret manually, which is why AI and data science now shape reporting, automation, and decision-making. This free Big Data and AI course explains data explosion, the value of good data, AI trends, and how data science projects move from raw inp…

  • Great Learning Academy
  • 1 hour
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

University of British Columbia

Excel for Everyone: Data Analysis Fundamentals

4.529 ratings

Perform advanced data wrangling, analysis and dashboard visualization to help drive strategic decision-making.

  • edX
  • 6 weeks, 3 - 5 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

University of Michigan

Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

4.9103 ratings

Why should a designer learn to code? As our world is increasingly impacted by the use of algorithms, designers must learn how to use and create design computing programs. Designers must go beyond the narrowly focused use of computers in the automation of simple drafting/modeling tasks and instead e…

  • Coursera
  • 27 hours
  • Self-paced
  • Paid certificate

Johns Hopkins University

Developing Data Products

4.62,267 ratings

A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inference. This course covers the basics of creating data products using Shiny, R packages, and interacti…

  • Coursera
  • 10 hours
  • Self-paced
  • Paid certificate

GitHub

Write Javascript Actions

Write your own GitHub JavaScript Action and automate customized tasks unique to your workflow.

Guided project
  • GitHub Skills
  • 1 hour
  • Self-paced
  • Free course
  • Beginner

Microsoft

Select, deploy, and evaluate Microsoft Foundry models

Explore how to select appropriate models from the model catalog using benchmarks, deploy them to endpoints, and evaluate their performance using manual and automated approaches in Microsoft Foundry portal.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate