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This Tutorial covers the basics of
// Generate values var xValues = []; var yValues = []; for (var x = 0; x <= 10; x += 1) { xValues.push(x); yValues.push(x); } // Display using Plotly var data = [{x:xValues, y:yValues, type:"lines"}]; var layout = {title: "f(x) = x"}; Plotly.newPlot("myPlot1", data, layout);
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Machine Learning assumes that the user has some knowledge of statistics.
This section covers the Statistic Methods involved in Machine Learning.
What is the probability of throwing 3 fours?
This section of this tutorial covers the main Machine Learning aspects.
TensorFlow.js is written in JavaScript. This allows Machine Learning functions to run in the Browser or in any Web Application.
This section describes JavaScript libraries to use for Machine Learning Graphics and other HTML charts.
var xArray = [50,60,70,80,90,100,110,120,130,140,150]; var yArray = [7,8,8,9,9,9,10,11,14,14,15]; var data = [{x:xArray, y:yArray, mode:"markers", type:"scatter"}]; var layout = { xaxis: {range: [40, 160], title: "Square Meters"}, yaxis: {range: [5, 16], title: "Price in Millions"}, title: "House Prices vs. Size" }; Plotly.newPlot("myPlot21", data, layout);
The last section of this tutorial takes a look at the development of human intelligence and artificial intelligence.
About 70 000 years ago, the human brain started to develop "Cognitive Intelligence":
Cognitive intelligence also created:
Computers are a result of the human need for doing Complex Calculations.
Artificial Intelligence and Machine Learning is a result of the never stopping development of advanced computers.