What is predictive ML?
A type of machine learning that uses data to make predictions about future events or outcomes
predictive ML explained in plain English
Analogy
Predictive ML is like a weather forecast: just as meteorologists use past weather data to predict tomorrow's weather, predictive ML uses past data to predict future outcomes
Example
A company like Netflix uses predictive ML to recommend movies and TV shows to users based on their past viewing behavior, increasing the chances that users will find something they like
How is predictive ML used?
Predictive ML is used in a wide range of applications, including finance, healthcare, marketing, and more, to help organizations make informed decisions and stay ahead of the curve
Common misconceptions about predictive ML
Some people think that predictive ML is 100% accurate, but it's not: it's based on probabilities and can be affected by many factors, including data quality and model complexity
History
Predictive ML has its roots in statistics and data analysis, but has become increasingly popular in recent years with the rise of big data and advanced computing power
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