AI Solutions: Learn, train, launch

10 ModulesAssociateCloud FundamentalsData Scientists, MLOps, ML Developers

Description

Build cutting-edge AI applications with OVHcloud's AI solutions!

Level:AssociateLanguage:English

Understand AI vocabulary and differentiate AI, Machine Learning and Deep Learning,
Learn what a dataset and models are,
Differentiate RAG and Fine-Tuning,
Discover OVHcloud AI solutions,
Deploy an app based on all OVHcloud AI solutions.

1
Concepts
- Introduction
- Understand AI vocabulary
  - What is the difference between AI, ML and DL
  - Machine Learning in details
  - What are a dataset & a model
- Discover OVHcloud AI Solutions
  - Introduction — prerequisites
  - Simplify your transition to data science with OVHcloud's portfolio of AI data and training
  - Introduction to AI Notebook
  - Introduction to AI Training
  - Introduction to AI Deploy
- Summary — what did we learn?
2
Build an end-to-end tool using AI solutions
- Introduction — prerequisites
- Write a Streamlit application
- Write the requirements.txt file for the application
- Write the Dockerfile for the application
- Build the Docker image from the Dockerfile
- Push the image into the shared registry
- Launch the AI Deploy app
- Summary — what did we learn?
3
Enjoy the data science journey with the OVHcloud AI portfolio
- Explore and preprocess data using AI Notebook
- Process video data and extract a 3D model using AI Training
- How to serve LLMs with vLLM and OVHcloud AI Deploy

AI NotebookAI TrainingAI Deploy