Course Overview
- Course Title: De la Recette au Chef : Devenez Ingénieur en LLM
- Instructor: Vivian Aranha
- Target Audience:
- Students
- Teachers
- Content creators
- Entrepreneurs
- Non-technical professionals
- Prerequisites:
- None
- Basic computer skills
- Interest in AI and language models
- Optional: Free OpenAI API key
- Optional: Interest in creating chatbots or exploring AI careers
Curriculum Highlights
- Key Topics Covered:
- Understanding Large Language Models (LLMs)
- Key ingredients for LLMs
- Training LLMs
- Crafting effective prompts
- Fine-tuning models
- Evaluating model performance
- Deploying LLMs
- Creating complete LLM-powered applications
- Monitoring and improving AI models
- Key Skills Learned:
- Comprehending LLM concepts
- Identifying essential LLM components
- Training LLMs using batches, epochs, and loss functions
- Writing better prompts
- Customizing models with fine-tuning
- Evaluating model performance
- Deploying LLMs using APIs and platforms
- Creating applications with no-code tools
- Monitoring and enhancing AI models
Course Format
- Duration: 5.5 hours on-demand video
- Format: Self-paced online course
- Resources:
- 1 article
- 1 downloadable resource
- Access on mobile and TV
- Certificate of completion