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generative-ai-for-beginners

Free

21 Lessons, Get Started Building with Generative AI

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Starting Price
Free
Type
Open Source
Company
Microsoft
GitHub (110.1k stars)

About generative-ai-for-beginners

Generative AI for Beginners is a free, open-source educational course published by Microsoft on GitHub. It consists of 21 lessons designed to teach the fundamentals of building applications with generative AI, covering topics such as large language models (LLMs), prompt engineering, and responsible AI. The course is intended for beginners and provides hands-on exercises using tools like the Azure OpenAI Service. It is part of a broader series of beginner-focused AI courses from Microsoft, which also includes lessons on machine learning and data science.

Key Features

21 structured lessons covering generative AI fundamentals
Hands-on exercises and code examples
Covers prompt engineering, LLMs, and responsible AI
Free and open-source on GitHub
Part of Microsoft's beginner AI course series
Includes guidance on using Azure OpenAI Service

Pros & Cons

Pros
  • Completely free and open-source
  • Structured curriculum suitable for beginners
  • Includes practical exercises and code
  • Backed by Microsoft's educational resources
Cons
  • Requires some programming knowledge to follow exercises
  • Focuses primarily on Microsoft Azure ecosystem
  • May not cover advanced or specialized generative AI topics
  • Course content may become outdated as the field evolves

Best For

Learning generative AI concepts from scratchBuilding simple generative AI applicationsUnderstanding prompt engineering techniquesExploring responsible AI practicesSelf-paced study for developers new to AI

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FAQ

Is this course really free?
Yes, the course is available for free on GitHub under an open-source license.
Do I need prior AI experience?
The course is designed for beginners, but basic programming knowledge is recommended to complete the exercises.
What tools or services are used in the lessons?
The lessons appear to use Azure OpenAI Service and other Microsoft tools; specific requirements should be checked in the course materials.
Can I use this course without an Azure account?
Some exercises may require access to Azure OpenAI Service; alternatives or local setups are not detailed in the available description.
How long does it take to complete the course?
The course contains 21 lessons, but the total time depends on the learner's pace and depth of study.