AI Testing Demystified A Comprehensive Handbook - Softcover

Sharma, PMP Atul

Softcover

ISBN 13: 9798867902261

Publisher: Independently published, 2023

Synopsis

Can you answer "Is this AI safe to release?" with evidence?

Most testers are now asked to test AI, and the old checks no longer tell the whole story. AI Testing Demystified gives you a clear way to answer, in plain words, with no maths degree needed.

Inside you will learn how to:

• Run your first real AI test in one hour, with only a spreadsheet
• Check data, models, chatbots, retrieval systems and AI agents
• Report honest results with ranges instead of overconfident percentages
• Test for unfairness and explain model decisions
• Red-team an AI system and put hard limits in code
• Spot drift after release and decide when to retrain, roll back or switch off
• Write test plans, exit criteria and one-page reports that lead to a decision
• Plan your career in AI testing with a 90-day plan

Includes: runnable Python examples, real case studies (Amazon, Zillow, Uber, Air Canada and more), ready-to-use templates, a glossary, a quick-reference card and free downloadable code and templates.

For testers, QA engineers, developers, data scientists and test leads.

Edition details

• Publisher: Independently published
• Publication date: 2023
• Language: English
• ISBN 13: 9798867902261
• Binding: Paperback
• Number of pages: 92