AMR.SMART.SYSTEMS: Machine Learning Using HTML

Machine Learning Using HTML

Tools Required –

· Browser – Google chrome/Firefox.

· Understanding of basic HTML.

THAT’S IT!!! Learn Complete AI and Deep learning using HTML

No Need to INSTALL ANY TOOLS OR LIBS !! 😊

Vedio#1: Linear Learning Using HTML

URL= <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@0.11.2"></script>

HTML code -

<html>

<head>

</head>

<body>

<b>X values</b>

<b>Y values</b>

<b>Perdicted value</b>

</body>

async function learnLinear() {

// Define a model for linear regression.

const xs = tf.tensor([1, 2, 3, 4]);

const ys = tf.tensor([1, 2, 3, 4]);

document.getElementById('v1').innerText =xs;

document.getElementById('v2').innerText =ys;;

const model = tf.sequential();

model.add(tf.layers.dense({ units: 1, inputShape: [1] }));

model.compile({ loss: 'meanSquaredError', optimizer: 'sgd' });

// Generate some synthetic data for training.

// Train the model using the data.

model.fit(xs, ys, { epochs: 100 }).then(() => {

// Use the model to do inference on a data point the model hasn't seen before:

document.getElementById('output_field').innerText =

model.predict(tf.tensor2d([5], [1, 1]));

// Open the browser devtools to see the output

});

}

learnLinear();

</script>

</html>

AMR.SMART.SYSTEMS