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Agentic AI & Automation with Python

An Intermediate to Advanced level 12-hour course delivered via Instructor-led Physical Classes or Virtual Classes.

Regular Price: £420
Batch Price: From £420   📅  View Dates & Prices

Course Overview

The Agentic AI & Automation with Python course is designed to help learners build intelligent AI systems that go beyond generating responses to actively performing tasks and automating workflows. This hands-on course focuses on creating AI agents that can interact with tools, use APIs, process information, and make decisions to complete real-world tasks.

You will learn how to design, build, and deploy AI agents using modern LLM techniques, including prompt engineering, function calling, memory, and multi-step reasoning. By the end of the course, you will be able to develop automation solutions such as AI assistants, workflow automation systems, and intelligent business tools that can significantly improve productivity and efficiency.


Requirements

Participants should have

  • Basic to intermediate Python skills
  • Understanding of machine learning concepts
  • Familiarity with neural networks (recommended)
  • Experience using APIs and working with data in Python

Software Requirements

  • Python (latest stable version)
  • Jupyter Notebook or VS Code
  • Required Python libraries (provided during the course)
  • Access to LLM APIs (e.g., OpenAI or similar)

Hardware Requirements

  • A laptop or desktop computer
  • Minimum 8GB RAM (16GB recommended)
  • Stable internet connection (required for API access)

We highly recommend you complete the following course(s) before attending the Agentic AI & Automation with Python course:


Course Content

  1. Introduction to Agentic AI
    • What is Agentic AI
    • AI vs LLM vs AI agents
    • Automation vs intelligence
    • Real-world examples
  2. How AI Agents Work
    • Agent architecture
    • Input → Reasoning → Action → Output
    • Tools and memory
    • Decision loops
  3. Prompting for Agents
    • Structured prompts for actions
    • System prompts vs user prompts
    • Role-based prompting
    • Guiding decision-making
    • Hands-on: designing prompts for automation tasks
  4. Using Tools & APIs with Agents
    • Connecting agents to tools
    • Calling APIs from AI
    • Function calling concept
    • Integrating external systems
    • Hands-on: build an agent that fetches real data
  5. Building Your First AI Agent
    • Simple agent design
    • Task-based agents
    • Chaining steps
    • Project: Build a task automation agent
  6. Memory & Context in Agents
    • Short-term vs long-term memory
    • Maintaining conversation context
    • Storing and retrieving information
  7. Multi-Step Reasoning & Workflows
    • Breaking tasks into steps
    • Planning and execution
    • Workflow automation
    • Chaining actions
    • Project: Build a multi-step AI workflow
  8. Retrieval & Knowledge Integration
    • Integrating knowledge sources
    • RAG with agents
    • Document-based reasoning
    • Hands-on: build an agent that answers from documents
  9. Business Automation with Agents
    • Automating business processes
    • Email automation
    • Reporting systems
    • Decision support tools
    • Project: Build a business automation agent
  10. Deployment of AI Agents
    • Deploying agents as APIs
    • Integrating into applications
    • User interfaces (simple)
    • Hands-on: deploy agent system
  11. Safety, Control & Limitations
    • Hallucinations in agents
    • Controlling actions
    • Risk management
    • Safe automation practices
  12. Final Capstone Project
    • Option 1 - AI Personal Assistant
    • Option 2 - Business Workflow Automation System
    • Option 3 - Intelligent Document Processing Agent


Course Dates, Prices & Enrolment

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At London Academy of IT, we provide instructor-led online and in-person IT training in Data Analytics, SQL, Python, Power BI, and more. Our cutting-edge courses are designed to boost performance and enhance employability, providing the competitive edge employers look for.

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