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Python with Ai

Welcome! I'm really excited to help you get started with Python for AI. Before we jump into the concepts and write our first lines of code, I'd love to learn a little bit about you so I can make this session as helpful as possible.

To help me tailor this session, could you tell me a bit about your current programming experience? Have you used Python before, or are you completely new to coding?

I'm completely new to coding

It is great to have you here! Since you are completely new to coding, we will take things one step at a time. Before we write our first script, let's look at the learning path we will follow to take you from absolute beginner to building AI applications.

Your path
Python Programming Fundamentals
Essential AI/ML Libraries
Introduction to Machine Learning Concepts
Practical AI/ML with Scikit-Learn

To kick off our first step, let's explore why became the absolute king of the AI world instead of other languages like C++ or Java.

Continue to learn why Python is the standard for AI

Now that we know why Python is so popular, let's take a quick look at the overall landscape so you can see where everything fits.

Three concentric circles illustrating the hierarchy of Artificial Intelligence, Machine Learning, and Deep Learning with LLMs.

Think of AI as a set of Russian nesting dolls. Artificial Intelligence is the largest outer doll. Inside it lies Machine Learning, where computers learn patterns from data rather than following rigid rules. At the very center is Deep Learning, which powers modern tools like large language models and computer vision.