Machine Learning 101 for Product Managers by Amazon Sr PM
The Product Podcast
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How to Measure Your Machine Learning Models
Within supervised learning, it's important to know what types of metrics you want to track. In classin classification, excuse me, instead of trying to predict a continuous variable, we are trying to place items into discreet categories. Within regression, we asase on were predicting a numeric value. And so because that value's quantitative, we can look at the distance between our prediction and the actual value through metric like rout mean squared error or r squared classifications. This episode is brought to you by thouht spot, themodern analytics cloud company building a more fact driven world with consumer grade search and i driven analytics.
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