AI Applications

With Python

Overview

The AI Applications with Python Workshop is a beginner-friendly event designed to introduce participants to Python programming and basic AI concepts. Through hands-on exercises, attendees will learn Python syntax, programming fundamentals, and real-world AI applications, empowering them to kickstart their coding journey.

No prior programming experience is required, making this the perfect opportunity for those looking to explore the exciting world of AI and programming.

Workshop Objectives

  • Learn Python Syntax: Understand the basics of Python programming, including data types, loops, and functions.
  • Explore AI Concepts: Gain an introduction to artificial intelligence and its practical applications.
  • Hands-On Exercises: Apply Python skills to solve real-world problems and build simple AI-driven applications.
  • Build Confidence: Develop a strong foundation for further learning in programming and AI.

Workshop Details

Date: April 27, 2025

Location: Blended Learning

Duration: 5 Saturdays

Audience: This workshop is designed for aspiring programmers, students, early-career professionals, and entrepreneurs who are eager to learn Python programming and explore its applications in artificial intelligence. Whether you're new to coding, transitioning into tech, or seeking to enhance your skill set with AI knowledge, this beginner-friendly session is tailored to help you build a strong foundation—no prior experience required!

Course Curriculum

This curriculum provides a structured pathway to help participants learn Python programming and build real-world AI applications. It includes interactive lessons, hands-on exercises, and projects to solidify understanding and skill development.

Modules

  • Module 1: Introduction to Python and Programming Basics
    • Overview of Python: Why Python for AI?
    • Setting up the Development Environment (e.g., Anaconda, Jupyter Notebook, VS Code).
    • Python Syntax and Basic Constructs: Variables, Data Types, and Operators.
    • Control Flow: If-Else Statements and Loops.
  • Module 2: Python Data Structures
    • Lists, Tuples, and Dictionaries.
    • Working with Strings.
    • Introduction to Sets.
    • Hands-On Exercise: Manipulating Data with Python's Built-In Structures.
  • Module 3: Introduction to AI Concepts
    • What is Artificial Intelligence?
    • Overview of Machine Learning, Deep Learning, and Generative AI.
    • Real-World Applications of AI.
    • Introduction to OpenAI and Generative AI Tools.
  • Module 4: Libraries for Python and AI
    • Introduction to Popular Python Libraries: NumPy, Pandas, Matplotlib, and Seaborn.
    • Hands-On Exercise: Creating and Visualizing Simple Datasets.
  • Module 5: Building AI Applications with OpenAI
    • Understanding OpenAI APIs and Integrating Them into Python Projects.
    • Using Pre-Trained Models (e.g., GPT): Generating Text, Chatbot Development, Summarizing Text.
    • Hands-On Exercise: Building a Simple AI-Powered Chatbot.

Outcomes

  • A solid understanding of Python programming basics.
  • Insight into how AI works and its real-world applications.
  • Practical experience through coding exercises and mini-projects.
  • Confidence to pursue further learning in programming and AI.
Register Here