Explainer: What is Machine Learning?

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Animation
8
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Description

Stanford Graduate School of Business 2023

Vocal Characteristics

Language

English

Voice Age

Young Adult (18-35)

Accents

British (Received Pronunciation - RP, BBC)

Transcript

Note: Transcripts are generated using speech recognition software and may contain errors.
Traditional programming tells computers what to do and they do it. But when a computer finds patterns or correlations in data and figures out an unexpected solution on its own. That's what's called machine learning. We experience machine learning all the time these days, Netflix, Spotify and other streaming services use our prior searches, views and listens to predict what we want to see in here. Spam filters learn which emails to label as spam banks use machine learning to identify fraudulent transactions. These programs are using accumulated data and algorithms to become more and more accurate as time goes on, the machines are learning so to speak and machine learning isn't just affecting the online aspects of our lives. It aids farmers in deciding what to plant and when to harvest and it helps autonomous vehicles improve the more they drive. Now many people confuse machine learning with artificial intelligence or A I, they are related, but they're not the same machine learning. Extracting new knowledge from data can help a computer achieve artificial intelligence as we head toward a future where computers can do ever more complex tasks on their own machine learning will be part of what gets us there.