Implementing AI in Software Testing | AI in Test Automation (TTAI2140)

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Duration

2 Days

12 CPD hours

About this course

Audience & Skill Level: This intermediate-level course is great for experienced software testers,
QA analysts, test automation engineers, and developers seeking to expand their skill set by
incorporating AI-driven testing techniques.

Overview

Working in an interactive learning environment, led by our engaging OpenAI expert you'll:
-Understand AI's Role in Testing: You will develop a strong foundation in the basics of AI in
software testing, including familiarity with leading AI-powered tools, to leverage AI for enhancing
test efficiency and effectiveness.
-Generate Superior Test Data with AI: You will master the art of using AI to create
comprehensive and varied test data sets, ensuring your testing is thorough and your software's
performance is robust.
-Refine Testing with AI Insights: You will learn to use AI for smart test case selection and defect
prediction, focusing your testing efforts where they are most needed and preemptively addressing
issues to improve software quality.
-Automate Tests Efficiently with AI: You will acquire skills to integrate AI with test automation,
boosting your testing speed and reducing manual effort, by understanding and applying AI in
continuous testing and integration.
-Boost Performance & Security with AI: You will explore how AI can be instrumental in
enhancing your software's performance and security, learning to identify and rectify potential
vulnerabilities and performance issues effectively.
-Embrace Cutting-Edge AI Tools & Trends: You will stay ahead of the curve by understanding
and applying the latest AI tools and trends in your testing processes, ensuring you're equipped to
innovate and lead in AI-driven testing scenarios.

Description

Learn how artificial intelligence is revolutionizing the software testing process and discover its value
in enhancing the efficiency and accuracy of your projects. Smarter Software Testing with AI:
Harness the Power of AI in Your Testing Workflow is a two-day, comprehensive course that
delves into a broad spectrum of topics. This program includes an in-depth introduction to AI in
software testing, advanced AI-powered testing tools, test data generation using AI, refined test case
selection techniques, predictive defect identification, and sophisticated test automation strategies.
You'll gain hands-on experience with innovative tools such as PyTest, PyUnit, BeHave Framework and
LambdaTest.com through engaging labs designed to deepen your understanding and enhance your
skills.
Throughout the course, you'll explore the multifaceted advantages of AI-powered testing, discovering
how AI-driven techniques can not only improve test data generation and test case selection but also
offer predictive insights into potential defects. This enables a proactive approach to software quality
assurance, streamlining your testing process and ensuring the delivery of superior products. You'll
engage in practical, hands-on labs, working with cutting-edge tools and the latest AI trends like
OpenAI, ChatGPT, and AutoGPT, ensuring you're at the forefront of technological advancements in
software testing.
By the end of this immersive course, you'll possess a comprehensive understanding of AI's
transformative role in software testing, its numerous benefits, and its wide-ranging practical
applications. Equipped with this knowledge and hands-on experience, you'll be prepared to
confidently integrate AI-powered tools and techniques into your software testing workflow,
significantly enhancing the quality, efficiency, and innovation of your projects.

Prerequisites

In order to gain the most value from this course you should possess the following incoming skills
-Basic understanding of software testing concepts and the software development lifecycle (SDLC):
-Familiarity with basic Python or Java basics (for the scripting part of the labs)
-Basic understanding of Artificial Intelligence applications in business

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
Additional course details:

Nexus Humans Implementing AI in Software Testing | AI in Test Automation (TTAI2140) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the ITS Data Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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Global Schedule

GTR = Guarenteed to Run

08 Aug 24 Enquire Book
15:00 - 23:00Live Online1
17 Jun 24 Enquire Book
15:00 - 23:00Live Online1

31 Oct 24 Enquire Book
14:00 - 22:00Live Online1

Find out more about this course

Interested in alternative dates? Would like to book a private session of this course for your company? Or for any other queries please simply fill out the form below.