Generative AI for Everyone

Learn how generative AI works, and how to use it in your life and at work

Skills You Will Gain

Generative AI Tools

AI Strategy for Work and Business

AI Strategy

How Generative AI Works

AI Productivity

AI Beyond Prompting

This course includes

Syllabus Overview

Course 1: Python for Everyone

Python is renowned for its simplicity and versatility, making it ideal for beginners and valuable for experienced programmers.

  • Learning Objectives:

    • Define Generative AI and illustrate how insights derived from supervised learning have enhanced our comprehension of Generative AI.
    • Identify the limitations and boundaries of Generative AI and apply practical techniques and strategies for creating prompts that enhance the quality and relevance of large language models (LLMs) responses.
    • List common use cases for Generative AI with writing, reading, and chatting tasks on web-based and software-based interfaces.

    Lesson 1: What is Generative AI?

    • Video: Welcome
    • Video: How Generative AI works
    • Video: AI is a general purpose technology
    • Quiz: What is Generative AI?

    Lesson 2: Generative AI applications

    • Video: Writing
    • Video: Reading
    • Video: Chatting
    • Video: What LLMs can and cannot do
    • Video: Tips for Prompting
    • Video: Image generation (optional)
    • Quiz: Generative AI Applications

Learning Objectives:

  • Generative AI Projects: identify and build generative AI use cases and technology options

Lesson 1: Software Applications

  • Video: Using generative AI in software applications
  • Video: Trying gernative AI code yourself (optional)
  • App Item: Trying generative AI code yourself (optional)
  • Video: Lifecycle of a generative AI project
  • Video: Cost Intuition
  • Quiz: Software Applications

Lesson 2: Advanced technologies: Beyond prompting

  • Video: Retrieval Augmented Generation (RAG)
  • Video: Fine-tuning
  • Video: Pretraining an LLM
  • Video: Choosing a model
  • Video: How LLMs follow instructions: Instruction tuning and RLHF (optional)
  • Video: Tool use and agents (optional)
  • Quiz: Advanced technologies: Beyond prompting

Learning Objectives:

  • Generative AI Projects: identify and build generative AI use cases and technology options

Lesson 1: Software Applications

  • Video: Using generative AI in software applications
  • Video: Trying gernative AI code yourself (optional)
  • App Item: Trying generative AI code yourself (optional)
  • Video: Lifecycle of a generative AI project
  • Video: Cost Intuition
  • Quiz: Software Applications

Lesson 2: Advanced technologies: Beyond prompting

  • Video: Retrieval Augmented Generation (RAG)
  • Video: Fine-tuning
  • Video: Pretraining an LLM
  • Video: Choosing a model
  • Video: How LLMs follow instructions: Instruction tuning and RLHF (optional)
  • Video: Tool use and agents (optional)
  • Quiz: Advanced technologies: Beyond prompting

Transform Your Skills: Enroll Now for Generative AI for Everyone Course

Unlock the power of Generative AI with our transformative course, “Generative AI for Everyone.” Whether you’re a novice or a seasoned professional, this program offers a unique opportunity to enhance your skills and dive into the world of artificial intelligence

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