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Development Data Science Artificial Intelligence

Artificial Intelligence (AI) in Software Testing

The Future of Automated Testing with Machine Learning - Implementing Artificial Intelligence (AI) in Test Automation
Rating: 3.0 out of 53.0 (208 ratings)
685 students
Created by Sujal Patel
Last updated 1/2019
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • You will learn what is Artificial Intelligence (AI) and what is the relationship of AI with Machine Learning, Deep Learning and Data Science. You will also learn how Machines are learning faster than ever.
  • You will learn how you can use Artificial Intelligence (AI) to drive your UI test automation projects. You will also learn how AI test automation tool uses machine learning to speed-up the authoring, execution and maintenance of automated tests.

Course content

11 sections • 37 lectures • 1h 31m total length

  • Preview03:42

  • Preview02:19
  • Types of Artificial Intelligence (AI)
    01:10
  • Why Artificial Intelligence (AI)?
    01:37
  • Using Artificial Intelligence (AI)
    01:00
  • Examples - Applications of Artificial Intelligence (AI)
    03:10

  • What is Machine Learning?
    02:39
  • Why Machine Learning?
    01:40
  • Examples - Algorithms behind Machine Learning
    02:13

  • What is Deep Learning?
    01:24
  • Why Deep Learning?
    00:56
  • Example - Deep Learning Vs Machine Learning
    01:09

  • What is Data Science?
    00:46
  • Why Data Science?
    01:36
  • Examples - Use Cases of Data Science
    00:57

  • What is AI in Software Testing?
    04:07
  • The Role of AI Testing
    01:43
  • Why do we Need AI in Software Testing?
    01:41
  • Pros and Cons of AI in Software Testing
    01:31
  • Applications of AI in Software Testing
    01:42
  • Preview02:27

  • Preview02:31
  • Training the AI Bots
    01:29
  • Challenges with AI-powered Applications
    01:33
  • Examples - Real World use cases using Artificial Intelligence
    01:59
  • Demo - Facial Emotion Detection Using Artificial Intelligence
    02:46
  • Demo - Text Analysis API Using Artificial Intelligence
    02:45
  • Demo - EYE SPY Mobile App Using Artificial Intelligence
    03:13

  • Tools used for Implementing AI in Automation Testing
    08:01
  • What is NEXT?
    00:44
  • AI Test Automation Demo using Testim
    13:17

  • Preview07:45

  • What is Robotic Process Automation (RPA)?
    00:42
  • Difference between RPA and AI?
    01:01
  • Benefits of RPA
    01:17
  • Example - How does RPA work?
    01:27

Requirements

  • All should need to know is What is importance of Software Testing and What is the benefits of implementing Test Automation over manual testing.

Description

**************************THIS COURSE IS RECENTLY UPDATED with quick course summary contents in the form of pdf files (In Section 11: Summary) to host Lunch and Learns sessions for your friends or coworkers****************************************

The reason behind is, I have received lot of good feedback about this course from different group of peoples. They are really excited to know about how Artificial Intelligence can help in Software Testing. They want to teach their friends or coworkers the importance of Artificial Intelligence in Software Testing. They requested that I can come up with 30-40 min quick presentation from my detail course so they can host lunch and learn session for their friends or coworkers. I liked their idea and that’s why I have created quick pdf document called: Learn the Basic Fundamentals of AI in Software Testing in less than 30 minutes.


**************************THIS COURSE IS RECENTLY UPDATED with season 2 course contents. In this season 2, I have added ONE NEW LECTURE CALLED: AI Test Automation Demo using Testim in “Innovative AI Test Automation Tools for the Future” section of the course*********************************

HIGHLIGHTS:

The NEW LECTURE shows how to create AI Test Automation project for Web Application using TESTIM tool. If your company's application is web application then you can create automation script using TESTIM which uses AI Machine Learning technique. In that video, you will see how you can create automation scripts. You will also see the difference between Coded UI/Selenium scripts and AI scripts. You will be amazed to see that how AI automation scripts PASSED the test execution even if you change the web element all attributes value.

Please periodically check out this course since I am also planning to add new topics (Smart API Test Generator - which uses Artificial Intelligence to convert your Web UI tests into Automated API Tests) including replacing some static slides to animated slides.

***********************************************************************************************************************

Artificial Intelligence (AI) in Software Testing course is the first ever course on UDemy which talks about future of Automated Testing with AI Machine Learning.

I have decided to release this course into two seasons. it requires students to understand basic fundamental of Artificial Intelligence (AI) and the need for AI in Software Testing on first season before we jump into next season where we can deep dive into  AI test automation and discussed some innovative tools that we can use for implementing AI in test automation.

This course is designed for both testers and developers. Tester who want to develop their testing skills in the test automation with Artificial Intelligence (AI) and Developer who want to execute their unit test in automated way using Artificial Intelligence (AI).

This course will teach you how AI-assisted test automation can transform the UI. This course will also teach you Artificial Intelligence (AI) and it's relationship with Machine Learning, Deep Learning and Data Science. After you have completed this course you should be able to build test automation projects for your company's applications using Artificial Intelligence (AI). This course should also help you for your AI test automation job interview.

Who this course is for:

  • This course is designed for both testers and developers.
  • Tester who want to develop their testing skills in the test automation with Artificial Intelligence (AI) and Developer who want to execute their unit test in automated way using Artificial Intelligence (AI).

Instructor

Sujal Patel
Passionate Test Automation Expert, Consultant and Trainer
Sujal Patel
  • 3.8 Instructor Rating
  • 1,333 Reviews
  • 19,310 Students
  • 4 Courses

Sujal is a Software Quality Professional and Test Automation expert with almost 20 years of combined experience in all software engineering life cycle phases of software development, software testing as well as product deployment. 

He is highly trained individual with a proven track record of delivery, strong strategic vision and demonstrated ability to inspire/mentor/manage QA teams and its activities in the geographically dispersed companies with his outstanding leadership ability and creative problem solving skills. 

Expertise in test automation suite development using various testing tools like VSTS/MTM/Xamarin, Coded UI, Selenium, Appium, DeviceAnywhere, Protractor, Ranorex, QTP(UFT) and RFT in waterfall and agile development processes. Extensive experience doing performance testing and load testing of web API/web based application using various testing tools like VSTS, HP Load Runner, JMeter/Blazemeter, Fiddler, SoapUI and Postman. In depth knowledge of manual and automated testing of mobile application including mobile sites, native apps and hybrid apps.

Sujal currently resides in Chicago USA. In his free time he likes to play cricket and to spend time with family. The road trip is his biggest adventure of the life and he has already covered most of the US states.    


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