AZ-900 Episode 16 - Cheat Sheet

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• 🧭 Episode List
• 💬 Episode Summary
• 📚 Study cheat sheet
• 🧠 Practice Test

• Skills Learned
  • Describe Artificial Intelligence (AI) and products that are available for AI such as Azure Machine Learning Service and Studio
• Study Guide
  • Microsoft Azure: Machine Learning
• Expand your knowledge - extra resources
  • Microsoft Documentation: What is Azure Machine Learning?
  • Microsoft Documentation: What is Azure Machine Learning studio?
  • Microsoft Learn: Introduction to AI

What is Artificial Intelligence?

Artificial Intelligence (AI) is the simulation of human intelligence & capabilities by computer software.

What is Machine Learning?

Machine Learning is a subcategory of AI where a computer software is “taught” to draw conclusions and make predictions from data.

Azure Machine Learning

• Cloud-based platform for creating, managing and publishing machine learning models
• Platform as a Service (PaaS)
• Machine Learning Workspace – top level resource
• Machine Learning Studio – web portal for end-2-end development
• Features
  • Notebooks – using Python and R
  • Automated ML – run multiple algorithms/parameters combinations, choose the best model
  • Designer – graphical interface for no-code development
  • Data & Compute – management of storage and compute resources
  • Pipelines – orchestrate model training, deployment and management tasks