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Python Fundamentals for AI Programming

Manual: General · Subject: TensorFlow & AI Programming

Review the Python essentials you need before writing TensorFlow code.

Python Basics

Variables and values

Variables store data that your program can reuse. For example, age = 12 assigns the number 1212 to the variable age. In AI work, variables may store numbers, text labels, lists, or arrays of data.

Common data types

Python uses types such as integers, floating-point numbers, strings, lists, and dictionaries. TensorFlow often works with numeric data, especially arrays and tensors.

Python Essentials

Variable
A named container for data
List
An ordered collection of items
Function
Reusable code that performs a task
Loop
A way to repeat actions

A simple programming pattern

  1. 1

    Store an input value in a variable.

  2. 2

    Transform the value with an operation or function.

  3. 3

    Print or return the result.

  4. 4

    Repeat for many examples if needed.

What does a variable do in Python?

What is a function in programming?

Which type is most common for storing ordered numeric data in AI work?