Intro to Python

Course Overview

This Introduction to Python for Machine-Learning/AI week-long course prepares high school and adult students to learn the Python programming language from scratch, but also includes an overview of data science and machine-learning/AI using Python. Moreover, learners are given a range of simple to increasingly difficult programming projects in class through an introduction of a range of open-source Python tools, modules, and libraries used in data analysis and machine-learning. This course culminates in a fun and challenging project to build a classification machine-learning model to analyze movie reviews.

Morning

In the intro to programming session, you will:

Afternoon

In the basic python session, you will:

Morning

In the input and conditionals session, you will:

Afternoon

In the data containers session, you will:

Morning

In the advanced python session, you will:

Afternoon

In the Tkinter module session, you will:

Morning

In the Data Science session, you will:

Afternoon

In the handling data session, you will:

Morning

In the machine learning modules session, you will:

Afternoon

In the starting machine learning session, you will:

Bonus Lessons

If you finish all of the Day 2 lessons before the end of the day:

Create a space shooter game with turtle

If you finish all of the Day 3 lessons before the end of the day:

Use class inheritance to create an advanced Rock-Paper-Scissors AI

If you finish all of the Day 4 lessons before the end of the day:

Create a text generation machine-learning model