Generative AI:Beginner to Pro with OpenAI & Azure OpenAI

Gen-AI Basics, OpenAI, ChatGPT, AI Search, RAG, Fine Tuning, Assistants API , Tools, LangChain , AI Foundry ,AI Agents

Created by: Kshitij Joy (Cloud Alchemy)
Oracle Certified Master(OCM) & Oracle Cloud Architect

What Will I Learn?

• AI Concepts & Workloads
• Machine Learning Foundations
• Types of Machine Learning
• Demo Lab on Machine Learning
• Deep Learning Foundations
• Types of Deep Learning
• Demo Lab on Deep Learning
• Generative AI Foundations
• Embeddings Vs Vector Databases
• AI Infrastructure
• OpenAI / ChatGPT / APIs
• Azure OpenAI
• Bring Your Own Data - RAG with Azure AI Search
• Azure OpenAI Fine Tuning
• Azure OpenAI Content Filtering
• Azure OpenAI - IAM / RBAC Model
• Azure OpenAI - Making API Calls (Python Codes)
• Assistants API
• Assistants API - Code Interpreter (Python Code)
• Assistants API - Function Calling
• Assistants API - Code Interpreter
• Assistants API - File Search
• RAG-Using Azure AI Search & LangChain

Requirements

• No Programming experience needed

Target audience

• Beginners to Generative AI
• Beginners to OpenAI / ChatGPT / Azure OpenAI