De la Recette au Chef : Devenez Ingénieur en LLM

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