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Batch
Date: Oct 1st @6:30AM
Faculty: Khan Corporate Trainer (10+ Yrs of Exp,.. & Real time Expert)
Duration: 2 Months (Class: 1 Hour Daily)
Venue
:
DURGA SOFTWARE SOLUTIONS,
Flat No : 202,
2nd Floor,
HUDA Maitrivanam,
Ameerpet, Hyderabad - 500038
Ph.No: +91 - 8885252627, 9246212143, 80 96 96 96 96
Syllabus:
Generative AI - AI Agents & Agentic AI
with Hands-on Project Development & Deployment
Introduction to Artificial Intelligence
- Introduction to Artificial Intelligence
- What is AI
- Different Types of AI
- Machine Learning
- Deep Learning
- Generative AI
- AI Assistants
- AI Agents
Introduction to AI Agents
- Introduction to AI Agents
- Definition
- Characteristics
- Architecture
- Planning
- Reasoning
- Memory
- Action
- Observation
Large Language Models
- Large Language Models
- What is an LLM
- Tokens
- Embeddings
- Attention
- Transformers
- Context Window
- Hallucination
Prompt Engineering
- Prompt Engineering
- Zero-shot
- One-shot
- Few-shot
- Chain of Thought
- Tree of Thoughts
- ReAct prompting
- Structured Prompting
OpenAI API
- OpenAI API
- API Keys
- Chat API
- Responses API
- Streaming
- Temperature
- Top P
- System Prompt
- Hugging Face
Agent Memory
- Agent Memory
- Short-term Memory
- Long-term Memory
- Conversation Buffer
- Summary Memory
- Vector Memory
Tool Calling
- Tool Calling
- What are Tools
- Calculator Tool
- Search Tool
- Weather Tool
- Email Tool
- Database Tool
- Python Tool
Function Calling
- Function Calling
- JSON Schema
- OpenAI Function Calling
- Tool Execution
Retrieval Augmented Generation
- Retrieval Augmented Generation
- Embeddings
- Chunking
- FAISS
- ChromaDB
- Semantic Search
LangChain
- LangChain
- Chains
- Prompt Templates
- Memory
- Tools
- Agents
- Output Parsers
LangGraph
- LangGraph
- Nodes
- Edges
- State
- Conditional Routing
- Loops
- checkpointing
Multi-Agent Systems
- Planner Agent
- Research Agent
- Writer Agent
- Reviewer Agent
- Manager Agent
Crew AI
- Crew
- Task
- Role
- Process
- Sequential
- Hierarchical
AutoGen
- AgentChat
- Assistant Agent
- User Proxy
- Code Executor
Model Context Protocol
- Model Context Protocol
- What is MCP
- MCP Client
- MCP Server
- Tool Discovery
- External Systems
Google ADK
- Google ADK
- ADK Architecture
- Workflow
- Agent
- Memory
- Deployment
Deployment
- Deployment
- FastAPI
- Streamlit
Project Development
- Project Development & Deployment
Git Hub
- Git Hub Account Creation
- Understanding GitHub repositories
- Creating a New Repository
- Uploading Python programs
- Uploading project source code
- Creating project folders
- Managing Multiple projects
- Publishing multiple projects on GitHub
Interview Preparation
- Interview Preparations Discussions & Guidance
Resume Building
- Resume Building Discussions & Guidance
