Intro to Machine Learning, Basics of ML.
Course Description
Have you ever looked at a headline about artificial intelligence and felt like everyone around you understood something that you didn’t? This course was built for you.
Machine Learning Fundamentals is a beginner-friendly, jargon-free introduction to one of the most important technologies ever created. No math. No coding. No prior experience needed. Just clear, honest teaching that actually respects your intelligence.
In this course you will learn:
- What machine learning actually is and why it changed computing forever
- How neural networks are structured and why that structure matters
- What an artificial neuron does and how it computes its output
- How a neural network goes from knowing nothing to making accurate predictions
- What activation functions are and why they make deep learning possible
- How gradient descent and backpropagation drive a model to improve
- What overfitting is, how to spot it, and how to fix it
- Where machine learning is already operating in your everyday life
This course is produced by CodeWithPurpose, a global nonprofit bringing free tech education to students across 110 countries and 20 languages. Every lesson is designed with one goal in mind: to make knowledge that used to be reserved for university classrooms accessible to absolutely anyone, anywhere in the world.
If you have ever wanted to truly understand AI, this is your starting point.
