Description
Generative AI: Beginner to Pro with Azure OpenAI is a complete introduction to artificial intelligence, machine learning, deep learning, and modern generative AI systems. The course takes learners from foundational AI concepts to hands-on implementation using OpenAI APIs, Azure OpenAI, RAG pipelines, Assistants API, and vector search. You’ll explore LLMs, embeddings, prompt engineering, fine-tuning, AI infrastructure, and full Azure OpenAI workflows. Designed for beginners, this course provides practical demos, Python examples, Azure lab walkthroughs, and real-world AI use cases.
What You’ll Learn
- AI concepts, workloads, and core terminology
- Machine learning basics with hands-on demos
- Deep learning foundations and neural networks
- Generative AI, LLMs, embeddings, vector databases
- OpenAI & ChatGPT APIs (text, embeddings, images, speech)
- Azure OpenAI models, studio, and playgrounds
- RAG with Azure AI Search
- Fine-tuning models in Azure
- Content filtering & safety
- Identity & access with Azure RBAC
- Assistants API (function calling, file search, code interpreter)
- RAG using Azure AI Search + LangChain
Who This Course Is For
- Beginners to Generative AI
- Beginners to OpenAI / ChatGPT / Azure OpenAI
- Developers exploring AI applications
- Data scientists expanding AI skills
- Professionals adopting AI into workflows
Course Specifications
Publisher: Udemy
Teacher: AI Instructor
Language: English
Level: All Levels
Lectures: 260
Duration: 16 hours and 43 minutes
Prerequisites
- No prior experience required
Rapidgator
File Size: 3.99 GB