Introduction to Python for AI Programmers

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Overview

Introduction to Python for AI Programmers is a foundational course designed for aspiring artificial intelligence (AI) developers who want to master Python—the most widely used programming language in AI and machine learning. This course is tailored for beginners or those with basic coding experience who are looking to build strong programming fundamentals specifically geared toward AI applications. Throughout the course, learners will explore Python's syntax, data structures, control flow, functions, and modules. They will gain hands-on experience with essential libraries commonly...

Syllabus

Why Python Programming for AI

Welcome to Introduction to Python! Here's an overview of the course.

Using Python Data Types and Operators in AI Programming

Familiarize yourself with the building blocks of Python! Learn about data types and operators, built-in functions, type conversion, whitespace, and style guidelines.

Python Data Structures in AI Programming

Use data structures to order and group different data types together! Learn about the types of data structures in Python, along with more useful built-in functions and operators.

Using Control Flow in AI Programming

Build logic into your code with control flow tools! Learn about conditional statements, repeating code with loops and useful built-in functions, and list comprehensions.

Using Python Functions in AI Programming

Learn how to use functions to improve and reuse your code! Learn about functions, variable scope, documentation, lambda expressions, iterators, and generators.

Python Scripting for AI Programming

Set up your own programming environment to write and run Python scripts locally! Learn good scripting practices, interact with different inputs, and discover awesome tools.