Chapter 29: Example 2
What is “Example 2” in TensorFlow.js? Example 2 = training a convolutional neural network (CNN) on the MNIST handwritten digit dataset to classify images of digits 0–9. Dataset: 60,000 training + 10,000 test images...
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Chapter 30: TensorFlow Example 2
What is “TensorFlow.js Example 2”? Example 2 = training a convolutional neural network (CNN) on the MNIST handwritten digit dataset to classify images of digits 0–9. Dataset: 60,000 training images + 10,000 test images...
Chapter 31: Example 2 Data
What is “Example 2 Data”? Example 2 Data = the MNIST dataset — 70,000 grayscale images of handwritten digits (0 through 9), each 28×28 pixels. 60,000 training images → used to teach the model...
Chapter 32: Example 2 Model
What is the “Example 2 Model”? Example 2 Model = a small but powerful convolutional neural network (CNN) designed specifically for classifying 28×28 grayscale handwritten digits (MNIST dataset). The code that defines it (this...
Chapter 33: Example 2 Training
What is “Example 2 Training”? Example 2 Training = the model.fitDataset() (or model.fit()) call when training the convolutional neural network (CNN) on the full MNIST dataset (60,000 training images). In simple words: Before training...
Chapter 34: JS Graphics
Step 1: What is JS Graphics? (Very Simple Definition) JS Graphics = using JavaScript to draw, animate, manipulate and create visual content directly inside a web page (or in Node.js with canvas-like libraries). In...
Chapter 35: JavaScript Graphics
Step 1: What is JavaScript Graphics? (Very Simple & Clear Definition) JavaScript Graphics means using JavaScript code to: Draw shapes, lines, curves, text, images Fill colors, gradients, patterns Animate everything (move, rotate, bounce, fade,...
Chapter 36: HTML Canvas
Step 1: What Exactly is HTML Canvas? (Very Simple & Clear Definition) HTML Canvas is a special HTML element (<canvas>) that gives you a blank rectangular drawing surface inside a web page. Think of...
Chapter 37: Plotly.js
Step 1: What Exactly is Plotly.js? (Very Simple & Clear Definition) Plotly.js is a free, open-source JavaScript library for creating beautiful, interactive, publication-quality charts and graphs directly in web pages. Think of it like:...
Chapter 38: Chart.js
Step 1: What Exactly is Chart.js? (Very Simple & Clear Definition) Chart.js is a free, open-source JavaScript library that makes it very easy to create beautiful, responsive, animated charts in web pages using the...
