Course Outline
Introduction to Agentic AI and Bootcamp Structure
- Exploring agentic AI concepts and the bootcamp’s organizational framework
- Overview of required tools, frameworks, and dependencies
- Best practices for setting up projects and collaborative workflows
Project 1: Intelligent Assistant with Prompt-Oriented Reasoning
- Designing a conversational agent focused on specific tasks
- Utilizing structured prompts to drive reasoning and decision-making
- Development and testing within Jupyter Notebook
Project 2: Document Analysis and Summarization Agent
- Extracting key information and generating summaries from PDFs and text documents
- Leveraging LangChain for document ingestion and retrieval processes
- Producing executive reports from both structured and unstructured data sources
Project 3: Tool-Using Agent for Workflow Automation
- Connecting external APIs to automate repetitive operational tasks
- Orchestrating multi-step processes using agentic loops
- Developing a lightweight automation assistant for actual business workflows
Project 4: Data Analysis and Insight Generation Agent
- Linking agents to various data sources, including CSV, SQL, and APIs
- Conducting exploratory data analysis with the support of Python and AI
- Generating visual insights and performance dashboards
Project 5: Multi-Agent Collaboration and Orchestration
- Coordinating multiple agents to handle task delegation effectively
- Architecting a controller–worker system design
- Deploying and evaluating a prototype multi-agent system
Conclusion and Future Directions
- Project presentations and peer reviews
- Exploration of optimization and scaling strategies
- Providing resources for ongoing learning and experimental work
Requirements
- Intermediate-level proficiency in Python programming
- Foundational understanding 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 looking to acquire rapid prototyping capabilities in agentic AI
- Professionals engaged in AI integration and pilot program initiatives
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 4800 € + VAT*
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Testimonials (1)
First most valuable: Practical data analysis tasks using AI without copy-pasting - but through my own application of what I learned. Second most valuable: definition of terms that everyone uses (skills, agents, MCP, API). Now that I understand them, I feel much more confident in trying AI Third: your input on how AI works, what it can do, what it can't (I will remember your 80/20 rule forever). Fourth: Having everything you taught us in written and accessible form.
