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Applied AI Syllabus

Todos:
- Agregar seccion explicando como usar la interfaz de ChatGPT.
- Aclarar bien cuales son los tools especificos que vas a usar.
- Agregar generacion de audio.

Course Schedule:

Week 1: Introduction to AI and its Importance in the Workplace.

  • Class 1:

    • Definitions of AI.
    • Importance and benefits of AI in the workplace.
    • Understanding Different Types of AI with practical examples
    • Understanding important concepts like Context, Prompts, and Models.
    • Quiz about AI concepts and applications.

  • Class 2:

    • Understanding when to use AI: AI vs human; Who wins in different tasks?
    • Prompt Engineering best practices.
    • First prompts examples related to the professional fields.

Week 2: Text Generation using popular models.

  • Class 1:

    • Popular models capabilities (ChatGPT, Claude, Llama-2).
    • Understanding prompts in deep: Full explanation of different prompt strategies.
    • AI workflows: How to use AI in your daily tasks? Using tools for automating prompts.
    • Making example workflows for teachers, linguists, and developers. Task: Make at least 3 prompts that you can use in your daily tasks.
    • Exercises with LearnPack: Start to make some prompt examples (10 prompts to build with auto-grading).

  • Class 2: Reviewing and debugging prompts, how to know if an LLM response is good or not, and how to instruct an LLM correctly. Different prompts approaches.

Week 3: Image generation.

  • Class 1: Reviewing popular models' capabilities (Stable Diffusion, Dall-E, Midjourney), how to write good prompts for an image generation model
  • Class 2: Developing an AI strategy, Building useful prompts for generating images for each use case.

Week 4: AI Tools and the Future of AI.

  • Class 1: AI tools: Which is the best for you, Hands-on Projects using popular AI tools
  • Class 2: Graduation: questions, tasks, next steps for each student

Week 5 and 6: Starting final project

  • The students will choose a project based in their job roles