Introduction to Machine Learning Models (AI) Testing

From Scratch, Learn testing types and Strategies involved in all the phases of ML Models (AI) with real time examples
4.51 (623 reviews)
Udemy
platform
English
language
Software Testing
category
instructor
Introduction to Machine Learning Models (AI) Testing
5,191
students
5 hours
content
Jan 2025
last update
$79.99
regular price

What you will learn

Introduction to Artificial Intelligence and Machine Learning Models

Understanding Lifecycle of Machine Learning Models and their testing Scope

Shift-Left Testing in the ML Engineering Phase such as OverFitting & UnderFitting Testing

QA Functional Testing in the ML Validation Phase with 25 different Testing types & Strategies

API Testing Scope for Machine Learning Models with ChatGPT Model example

Responsible AI Testing for Machine Learning Models such as Bias, Fairness, Ethical, Privacy Testing etc

Post-Deployment Testing Strategies for ML Models such as DataDrift & Concept Drift testing

Continuous Tracking and Monitoring Activities for QA in Production

Screenshots

Introduction to Machine Learning Models (AI) Testing - Screenshot_01Introduction to Machine Learning Models (AI) Testing - Screenshot_02Introduction to Machine Learning Models (AI) Testing - Screenshot_03Introduction to Machine Learning Models (AI) Testing - Screenshot_04
6189991
udemy ID
9/18/2024
course created date
10/11/2024
course indexed date
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