Data Science & ML track

Supervised Learning

Labeled learning, algorithms landscape and when each family applies.

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Concepts

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1

Supervised Learning Overview

Concept · Hands-on lab included

2

Classification vs Regression

Concept · Hands-on lab included

3

Linear Models for Classification

Concept · Hands-on lab included

4

K-Nearest Neighbors

Concept · Hands-on lab included

5

Support Vector Machines

Concept · Hands-on lab included

6

Choosing Among Supervised Models

Concept · Hands-on lab included

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