AI-Powered Software Testing: From Planning to Closure

سرفصل های دوره

Revolutionize Software Testing using AI: Master STLC with ChatGPT, Gemini, and Claude

1. Fundamentals of Generative AI

1. What is generative AI

2. Comparing AI, ML, DL, LLMs, and Generative AI

3. How is Generative AI and LLM related

4. Capabilities of LLM

5. Limitations of LLM

2. Understanding LLMs

1. Words, Tokens and Context window

2. Exploring Gemini

3. Exploring ChatGPT

4. Exploring Anthropic Claude

3. Prompt Engineering

1. Definition and key concepts

2. Elements of a Prompt

3. Prompting Techniques- Zero-Shot prompting

4. Prompting Techniques- Few Shot Prompting

5. Lets Practice Prompting techniques

6. Prompt strategies for getting better results

4. Requirement Analysis

1. Requirement Analysis Phase - Kick Off

2. Analyze and understand requirements Suggest how requirement can be tested

3. Power of Conversational Prompt - Security testing use case

4. Refine Requirements

5. Identify testable requirements

6. Defining the functional testing scope for the Requirements

7. Functional testing scope with csv and input as list of requirements

8.1 transcript.html

8. Interact with stakeholders to clarify requirements

9. Identify testing priorities and focus areas

10. Analyze high priority testing area - Payment Gateway Integration

11.1 Requirement Analysis - Prompts.pdf

11. Use Cases and Prompts Discussed.html

5. Test Planning

1. Test Planning Phase - Kick Off

2.1 Ecommerce-SRD.docx

2. Define High Level Testing Objectives

3.1 Ecommerce Project Refined High-Level Testing Objectives .docx

3. Building Test Strategy

4.1 Ecommerce-user story.xlsx

4. Create a detailed test plan document

5. Create a section of test plan document

6. Estimate functional testing effort

7. Estimate performance testing effort

8. Identifying testing tools

9. Identifying Test Environment needs

10. Define roles and responsibilities

11. Delegation with RACI Matrix

12. Plan for training needs - Automation Framework

13.1 E-Commerce Project Testing Objectives and Strategies.docx

13. Define Test Criteria (entry and exit)

6. Test Case Development

1. Test Case Development Phase - Kick Off

2. Create Test cases for E-commerce Checkout Flow

3. Create Test Scenarios for API Automation

4.1 Opencart - TestCases.xlsx

4. Test Case Review - Suggest Test Case Improvements

5.1 Opencart - TestCases.xlsx

5. Test Case Review - Identify Missing Test Cases

6. Test Data Creation

7. Test Data Script Creation for MYSQL Database

8.1 Video Ediitng App -SRD.docx

8. Identify Functionality for Automation

9. Feature File Creation

10. Create Test Scripts using Feature Files

11. Test Script Maintenance

7. Test Environment Setup

1. Test Environment Setup Phase - Kick Off

2. Selecting the right Test Data Management (TDM) Tool

3.1 Test Plan - Messaging Mobile App.docx

3. Messaging Mobile App Cloud Environment Setup - Identify Cloud Service Model

4.1 Messaging Application Budget and resource constraints.docx

4. Identifying Cost-Effective Cloud Service Model

5.1 Video ediitng - Testable Requirement.xlsx

5. Test Environment Checklist Preparation

6. Test Environment Checklist Template Preparation

7. AWS Environment setup for Banking Application APIs

8. Troubleshooting API Gateway Throttling Errors

9.1 Banking api gateway logs.docx

9. Identifying the Actual Cause of Throttling Errors

10. Test Case Design for Smoke Testing to verify the environment setup

11.1 AWS Resource Configuration for Backend API.docx

11. Verify the environment setup- Identify cloud monitoring tools

12. Comparing Environment Configurations

13. Generating Test Environment Setup Document

8. Test Execution

1. Test Execution Phase - Kick Off

2.1 Video Streaming App-Defects.xlsx

2. Identify Potential root cause of the failure

3. Prioritize Potential root causes identified

4. Log defects for any discrepancies

5. Defect Logging Diving Deeper

6.1 Defect Report DTC LF 6298.docx

6.2 TC LF 021.xlsx

6. Retest defects once they are fixed

7. Create Detailed Defect Report

9. Test Closure

1. Test Closure Phase - Kick Off

2.1 Defect Logs for Video Editing Application.docx

2. Defect Trend Analysis

3. Defect Trend Analysis - Digging Deeper

4.1 OpenCart - Test Plan.docx

4.2 OpenCart - TestAssets.xlsx

4. Test Coverage Analysis

5.1 VdoEditingApp- TestAssets.xlsx

5. Documenting Lessons Learned

6. Documenting Lessons Learned - Prompting for Additional Information

10. Ethical considerations

1. Data Privacy and Security

2. Bias in AI

3. Transparency and Explainability

4. Human Oversight and Control

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تولید کننده: Udemy