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AI Engineer Zero to Hero Crash Course
Published 12/2025
Duration: 2h 30m | .MP4 1920x1080 30fps(r) | AAC, 44100Hz, 2ch | 1.80 GB
Genre: eLearning | Language: English
Learn Agentic AI and RAG Application development
What you'll learn
- AI Basic Concepts
- Setup Local Dev Environment for AI Project
- Identify Chunking Strategy
- Build Knowledge base for your Data (Vector store)
- Create RAG application with your Data
- Build Fast API for RAG Application
- Build Web application for HR Chatbot
- Deploy the Application in Azure
Requirements
- no programming experience is mandatory. Passion and Enthusiasm to learn Generative AI is required. Python skill is nice to have for quick development.
Description
Ready to break into Generative AI? This crash course takes you from zero to building production-ready AI applications in just a few hours!
In this hands-on course, you'll master two of the hottest skills in AI today:Retrieval Augmented Generation (RAG)andAgentic AI development. Whether you're a developer looking to add AI skills to your toolkit or someone wanting to build intelligent applications, this course provides a fast track to becoming an AI Engineer.
What You'll Build:
Complete RAG pipeline from scratch using Python
Intelligent AI Agents using LangChain
Production APIs with FastAPI
Interactive UIs with Streamlit
What You'll Learn:
Data ingestion and document processing techniques
Text chunking strategies for optimal retrieval
Vector embeddings and semantic search
ChromaDB vector database implementation
Local LLM integration with Ollama
Prompt engineering for RAG systems
Azure cloud deployment strategies
Building autonomous AI agents that make decisions
Why This Course?Unlike theory-heavy courses, every lesson includes working code you can run immediately. You'll understand not justhowto build AI applications, butwhyeach component works the way it does.
By the end, you'll have a portfolio of AI projects and the confidence to build intelligent applications for any use case. Join thousands of developers who are future-proofing their careers with practical AI engineering skills!
No prior AI experience required- just bring your Python basics and we'll handle the rest!
Who this course is for:
- Beginners who are curious to learn Generative and AgentIc AI
- Python developers
- Data engineers and Data scientist
- Software engineers switching from Full stack/ Deveops /QA to AI
More Info
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