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Course Outline
Introduction to Agentic AI and Bootcamp Overview
- Exploring agentic AI concepts and the bootcamp structure
- Reviewing essential tools, frameworks, and dependencies
- Best practices for setting up projects and collaboration
Project 1: Intelligent Assistant with Prompt-Oriented Reasoning
- Designing a task-based conversational agent
- Leveraging structured prompts for reasoning and decision-making
- Construction and testing within Jupyter Notebook
Project 2: Document Analysis and Summarization Agent
- Extracting and summarizing data from PDFs and text files
- Utilizing LangChain for document ingestion and retrieval
- Generating executive reports from both structured and unstructured content
Project 3: Tool-Using Agent for Workflow Automation
- Integrating external APIs to automate repetitive tasks
- Managing multi-step processes via agentic loops
- Creating a small automation assistant for real business workflows
Project 4: Data Analysis and Insight Generation Agent
- Connecting agents to data sources (CSV, SQL, or API)
- Conducting exploratory data analysis using Python and AI assistance
- Generating visual insights and performance dashboards
Project 5: Multi-Agent Collaboration and Orchestration
- Coordinating multiple agents for efficient task delegation
- Designing a controller–worker architecture
- Deploying and testing a prototype multi-agent system
Wrap-Up and Next Steps
- Project presentations and peer feedback sessions
- Discussion on optimization and scaling strategies
- Resources for continued learning and experimentation
Requirements
- Intermediate level proficiency in Python programming
- Fundamental knowledge of AI or machine learning concepts
- Experience with APIs and data processing workflows
Target Audience
- Engineers and developers aiming to create applied AI solutions
- Technical teams seeking to accelerate prototyping in agentic AI
- Professionals engaged in AI integration and pilot program development
21 Hours
Testimonials (3)
The trainer is patient and very helpful. He knows the topic well.
CLIFFORD TABARES - Universal Leaf Philippines, Inc.
Course - Agentic AI for Business Automation: Use Cases & Integration
Good mixvof knowledge and practice
Ion Mironescu - Facultatea S.A.I.A.P.M.
Course - Agentic AI for Enterprise Applications
The mix of theory and practice and of high level and low level perspectives
