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A Product Manager’s Guide to Machine Learning: Core Ideas

Figure 1: Core Concepts
Figure 2: Simple illustration of fitting a model
Fig 3: Multiple Linear Regression
Figure 3: Simple illustration of loss
Figure 4: Squared Loss
Figure 5: Variations of fit
Figure 6: Error Rate for the parameters