Python for AIJordi Petit et al

AI Factory Training Program

Table of Contents

Getting started

Programs that greet

Programs that calculate

Variables, assignments and expressions

Celsius to Fahrenheit

Euclidean distance

Time decomposition

Tools

Programming tools

Visual Studio Code

Input and output

Conditionals

Adding one second

Iterations

Divisors of a number and primality

Greatest common divisor

Iterations with for

Data types

Castles and catapults

Character classification

Hexadecimal numbers

Functions and actions

Using functions

Function definition

Function examples

Functions that return more than one value

Action examples

Main program and global variables

Sequences

Lists

List comprehensions

Sieve of Eratosthenes

Matrices

Mathematical operations on matrices

Dataclasses

Simple polygons

Sorting dataclasses

Sets and dictionaries

Classes and objects

NumPy

Shape and dimension manipulation

Input and output

Best practices and optimization

Matplotlib

Pandas

Series and DataFrames

Input and output

Data exploration

Data manipulation

Grouping and aggregation

Best practices and optimization