Math for Machine Learning (M4ML) Series
jess
A 10-Part Journey to Understanding Machine Learning (for Grades 6–12). Each post builds a foundation for key ML ideas through fun, visual, and story-based math. This series is for complete…
M4ML Lesson 7: Logic and Decisions
This lesson teaches how math helps us make smart choices, and how machines do the same thing The Rainy Day Dilemma You wake up, look outside, and see gray clouds.…
M4ML Lesson 6: Spaces and Distance
How math helps us understand what's close, far, and similar, just like machines do. The Pizza Map Imagine you and your friend both love pizza. There are two pizza places…
M4ML Lesson 5: Changes and Choices
This blog shows lesson plan to teach how probability helps us make smart gueses, and how machines do too. The Coin Flip Challenge Imagine you’re playing a game with your…
M4ML Lesson 4: The Power of Averages
An introduction to averages: learn mean, median, and mode, see how outliers can change what “typical” looks like, and try quick activities that turn real data into a single useful…
M4ML Lesson 3: Lines That Predict
A beginner-friendly introduction to linear regression: understand slope and intercept, see how lines capture relationships in data, and try simple prediction activities using real points and best-fit lines. The Height…
M4ML Lesson 2: From Numbers to Pictures
This lesson is part of the Math This lesson plan teaches how graphs help us see the math behind the magic The Secret Behind the Slime Sales Meet Sam —…
M4ML Lesson 1: Patterns Everywhere!
This blog is blog 1 of the Math for Machine Learning (M4ML) series. It explains how math and machines learn to see the world. The Mystery of the Missing Number…
[MLBApp] Hello Supabase Part 1: New Project and Create a Table
Audience: BeginnerPrerequisite: None This article is part 1 of a 3-part series of creating a simple Next.js app using Subpabase, In part 1, I will walk over Creating a Supabase…
Create a Simple Streamlit Python CSV Comparison and Edit App (via Claude)
Since I've switched to use Claude from OpenAI ChatGPT, I have been pretty impressed. This blog entry showed my steps of creating an utility that I use at work for…