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AI Engineer - Learn how to integrate AI into software applications
Overview
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This introductory course explains supervised machine learning classification with logistic regression and Naive Bayes. It includes demonstrations for credit card fraud detection and diabetes prediction.
Syllabus
➤ Skip Intro: .
Introduction.
Agenda.
Why do we need Machine Learning?.
What is Machine Learning?.
Traditional programming vs Machine Learning.
Machine Learning lifecycle.
Types of Machine Learning.
What is supervised learning?.
What is Logistic Regression?.
Credit card fraud detection demo.
Introduction Naive Bayes classification.
Example of Bayes Theorem.
Diabetes prediction using Naive Bayes.
Summary.
Taught by
Great Learning