Testing Aiml Models
Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 849.76 MB | Duration: 1h 59m
QA Pros, SDETs, and Functional Testers—Add AI/ML Testing to Your Skill Set ! !
What you'll learn
Upon completing this course, QA , SDET, QA Test Automation professionals will be equipped to:
Effectively Test and Validate ML Models.
Implement ML-Specific API Testing and Automation.
Monitor and Manage Models for Ongoing Quality Assurance
Ensure Responsible and Ethical AI through Rigorous Testing
Requirements
This course is designed to be accessible to both beginners and experienced QA professionals looking to expand their expertise into AI and ML testing. To get the most out of this course, here are a few helpful (but not mandatory) prerequisites:
Basic Understanding of Software Testing Principles.
Interest in Machine Learning Concepts. No prior experience with ML is necessary, but a curiosity about how machine learning models work will enhance your learning experience.
Familiarity with Testing Tools (Preferred but Not Required)
A Laptop or Computer for Hands-On Practice.
Description
Course Highlights:Manage the end-to-end lifecycle of ML models. Gain the skills to perform functional, early-stage, and post-deployment testing of ML models.Catch issues early with proactive, early-stage testing.Define and automate API testing for ML models. Learn how to design, and automate API testing for machine learning models.Master functional testing to validate model accuracy and behaviour.Uphold responsible AI through dedicated testing methods. Apply ethical testing techniques to identify biases, ensure model transparency, and uphold fairness in ML applications.Set up continuous quality assurance to monitor live ML models.Why This Course?ML Testing Skills Are in High Demand – Be among the few QA specialists with this expertiseStay Relevant in the Evolving Tech Landscape – AI/ML testing isn't just an edge; it's essentialTransform Your Career Prospects – Add powerful, sought-after skills to your profile!Did you know? As AI and ML continue to transform industries, the need for QA professionals who understand how to test ML models is skyrocketing. Traditional QA methods don't cover ML's complexities like data drift, model accuracy, and ethical concerns, making ML testing a must-have skill for any QA professional looking to stay relevant and impactful.If you're looking to add one of the most in-demand skills to your QA skillset, then this course is a must!
