Update build-a-k-nearest-neighbor-model-with-p5js.mdx

Author: sonnynomnom

projects/build-a-k-nearest-neighbor-model-with-p5js/build-a-k-nearest-neighbor-model-with-p5js.mdx

@@ -35,7 +35,7 @@ To decide, you compare their stats to characters you've already created. If most
   width="30%"
 ></img>
 
-That's KNN: look at the most similar examples, count the votes, and classify the new datapoint as the majority class. If you'd like to learn more about Machine Learning models and KNN, check out our [ML course](https://www.codedex.io/machine-learning)!
+That's KNN: look at the most similar examples, count the votes, and classify the new datapoint as the majority class. If you'd like to learn more about ML models and KNN, check out our [ML course](https://www.codedex.io/machine-learning)!
 
 So what's p5.js?
 
@@ -49,7 +49,7 @@ We'll create a visual demo of a K-Nearest Neighbor machine learning model using
 
 ![](https://i.imgur.com/vc2Iy9j.gif)
 
-Instead of warriors and wizards, our “characters” will simply be red 🔴 and green 🟢 dots scattered on a canvas.
+Instead of warriors and wizards, our “characters” will simply be red 🔴 and green 🟢 dots on a canvas.
 
 Each character's "stats" are represented by its position on the canvas. For example, the `x` and `y` coordinates could represent a character's health and strength respectively.