Introduction to AI for Software Testers | Test Automation in AI 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.
What You'll Learn
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
Student Testimonials
Instructor did a great job, from experience this subject can be a bit dry to teach but he was able to keep it very engaging and made it much easier to focus.
Student
Excellent presentation skills, subject matter knowledge, and command of the environment.
Student
Instructor was outstanding. Knowledgeable, presented well, and class timing was perfect.
Student
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Prerequisites
This course is intended for software testers, architects, engineers, or other related roles, who wish to apply AI to software testing practices within their enterprise.
While there are no specific pre-requisites for this course, it would be helpful is the attendee has familiarity with basic scripting (Python preferred) and be comfortable with working from the command line (for courses that add the optional hands-on labs). Attendees without basic scripting skills can follow along with the hands-on labs or demos.
Detailed Class Syllabus
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