Duration

2 Days

Audience

Employees of federal, state and local governments; and businesses working with the government.

Course Overview

Implementing AI in Software Testing / AI in Test Automation is an introductory-level course for attendees new to AI, Machine Learning or Deep Learning who wish to automate software testing tasks leveraging AI. The course explores the essentials of AI, ML and DL and how the integrate into IT business operations and initiatives. Then the course moves to specifics about the skills, techniques and tools used to apply AI to common software testing requirements.

Learning Objectives

This course introduces AI and related technologies from a practical applied software testing perspective. Through engaging lecture and demonstrations presented by our expert facilitator, you’ll explore:

  • Exploring AI
  • Introduction to Machine Learning
  • Introduction to Deep Learning
  • Introduction to Data Science
  • Artificial Intelligence (AI) in Software Testing
  • Implementing AI in Test Automation
  • Innovative AI Test Automation Tools for the Future

Course Outline

Exploring AI

  • AI-Initiatives
  • The Priority: Excellence
  • AI- Intelligence Types
  • The Machine Learning Types
  • The Quality Learning Initiative
  • The Inception in Academics
  • AI – Importance & Applications
  • The Re-visit
  • Learning Re-visited via AI
  • Teaching in the world of AI
  • Exploring AI for Self-Development
  • AI In Academics Beyond Academics

Introduction to Machine Learning

  • What is Machine Learning?
  • Why Machine Learning?
  • Examples – Algorithms behind Machine Learning

Introduction to Deep Learning

  • What is Deep Learning?
  • Why Deep Learning?
  • Example – Deep Learning Vs Machine Learning

Introduction to Data Science

  • What is Data Science?
  • Why Data Science?
  • Examples – Use Cases of Data Science

Artificial Intelligence (AI) in Software Testing

  • What is AI in Software Testing?
  • The Role of AI Testing
  • Why do we Need AI in Software Testing?
  • Pros and Cons of AI in Software Testing
  • Applications of AI in Software Testing
  • Is it time for Testers or QA Teams to worry about AI?
  • Automated Testing with Artificial Intelligence

Implementing AI in Test Automation

  • Training the AI Bots
  • Challenges with AI-powered Applications
  • Examples – Real World use cases using Artificial Intelligence
  • Demo – Facial Emotion Detection Using Artificial Intelligence
  • Demo – Text Analysis API Using Artificial Intelligence
  • Demo – EYE SPY Mobile App Using Artificial Intelligence

Innovative AI Test Automation Tools for the Future

  • Tools used for Implementing AI in Automation Testing
  • What is NEXT?
  • AI Test Automation Demo using Testim