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This introductory course is designed specifically for Software Quality Engineers interested in leveraging the power of Generative AI to enhance their testing, automation, and productivity.
Throughout the course, participants will learn how to apply Generative AI techniques to automate the generation of test cases, simulate user behavior, create user stories, and generate test data. The course will provide a practical understanding of how AI can be used to improve software quality and boost productivity, rather than focusing on the underlying AI algorithms and models.
Topics:
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Understanding Generative AI: An overview of Generative AI and its applications in software testing and quality assurance.
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Automated Test Generation: Learn how to use Generative AI to automatically generate a variety of test cases, reducing manual effort and increasing test coverage.
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API Access for Chat GPT and Google Bard: Understand how to call Bard and GPT with the help of customer made consumers
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Automated User Story Creation: Understand how Generative AI can be used to generate user stories, helping to streamline the requirements gathering and software development process.
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Test Data Creation: Learn how Generative AI can be used to generate test data, ensuring comprehensive and effective testing while saving time and effort.
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Code Investigation: Discover how Generative AI can assist in investigating complex code, identifying potential issues, and understanding code dependencies.
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Code Explanation: Learn how Generative AI can be used to explain code behavior, making it easier to understand complex code and improve code quality.
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Boosting Productivity: Understand how these Generative AI techniques can be integrated into your existing workflows to boost productivity, improve software quality, and accelerate delivery times.
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[Practical] See how to create a Performance testing Framework with CI/CD on cloud with AI
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[Practical] Create an API Testing Framework with Java and RESTAssured with AI
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[Practical] Code Quality Validation Framework for Java
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See differences between CHATGPT and GOOGLE BARD
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Google Cloud AI solution with model training – Vertex AI
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5
What makes up AI -
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Where do Large Language Models(LLM) fit into AI
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7
Types of Machine Learning
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Machine Learning - Supervised ML
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Machine Learning - Unsupervised ML
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Machine Learning - Reinforced ML
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Neural Networks and Deep Learning
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What is a Large Language Model - LLM
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Generative AI - What it is
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Warning - Hallucinations - Examples
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Warning - Privacy - Examples
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A word of introduction on AI Use Cases
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AI Use Case 1 - Artifact Enrichment - How it works
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AI Use Case 1 - 2 Architectures for Gen AI Enrichment
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AI Use Case 1 - [Demo Generative AI]- Enrich Content
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AI Use Case 1 - [Demo Generative AI] Enrich Content - Using API Client
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AI Use Case 2 - Recommendation Engine with AI - How it Works
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AI Use Case 2 - [Demo ]- AI Assisted Shopping Recommendation Engine
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AI Use Case 3 - Self Healing Code
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AI Use Case 3- [Demo Generative AI] Self Healing Code - GItHub
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AI Use Case 4- Tests based on Analytics - Preconditions
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AI Use Case 4- Tests based on Analytics - How it Works
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AI Use Case 5 - Self Service Portal Chatbot
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AI Use Case 5 - Demo Trained Model - Self Service Bot
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Bard is now rebranded to Gemini
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Access to Google Bard
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Important Links
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Generate Alternative Answers
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Change Tone and Lenght of Answer
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34
Exporting Answers
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35
Files and URL Manipulation
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36
Image Generation with Google BARD | Gemini
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37
Scan Youtube Videos
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38
Plot Charts and Graphs
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39
Get Infrastructure code from Diagram
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47
Understand Test Scope
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Identify Test Scenarios and Data
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49
Smoke Test from Command Line
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50
Fix Comand Line Test
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51
Create Java Project
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52
Creating first Test Case
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Resolve Dependencies
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Execute First Test
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Add Tests to Suite
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Execute Java Test from Command Line
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Create GitHub Repository
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Setup Github Actions
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Run Test on Azure Application
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60
Chat GPT - Features - Bing Browsing
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Chat GPT - Custom Plugins
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Chat GPT - DALL-E Image generation
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63
Identify A Deep FAKE with DALL-E3
Understand how to identity deep fakes generated with DALL - E3.
Blog: https://help.openai.com/en/articles/8912793-c2pa-in-dall-e-3
Site: https://contentcredentials.org/verify
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Chat GPT - Feature - Code Interpreter
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Chat GPT - Build your own custom GPT
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GPT Mentions | GPT Store
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Chat GPT - Platform.openai.com
