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Supervised Learning Classification

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|3h 43m|9 lessons
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Supervised Learning Classification course

What's included

9

Lessons

3h 43m

Duration

Videos included

Certificate

What you'll learn

Skills and outcomes you'll walk away with

Classification Workflow and Honest Data Splits

Evaluating Classification Predictions

Logistic Regression

Decision Tree Classification

K-Nearest Neighbors

Support Vector Machines

Course curriculum

9 lessons • 3h 43m total

Supervised Learning Classification9 lessons
1

Classification Workflow and Honest Data Splits

24m
2

Evaluating Classification Predictions

24m
3

Logistic Regression

25m
4

Decision Tree Classification

27m
5

K-Nearest Neighbors

24m
6

Support Vector Machines

21m
7

Naive Bayes Classification

25m
8

Handling Class Imbalance

25m
9

Integrated Classification Project

28m

Certification path

Certification exam

27 multiple-choice questions • 70% passing score required

Verified certificate

Earn a verified PDF certificate with unique verification ID upon completion • ₹999

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