Generative Ai - Google Vertex Ai - For Qa Engineers

Google Vertex AI , Boost Efficiency, AI Automation, AI Helper, AI Data, Generative AI

What you'll learn

How to Use Goole Vertex AI for Quality Engineering

Improve Test automation with AI

Setup CI/CD pipelines with Vertex AI

Improve efficiency of working wit AI

Perform a validation for stories with Generative AI

Use Generative AI as a tutor

SQL and VertexAI

Generate and manipulate Test Data with AI

Requirements

no programming experience needed

Description

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:Understanding Generative AI: An overview of Generative AI and its applications in software testing and quality assurance.Automated Test Generation: Learn how to use Generative AI to automatically generate a variety of test cases, reducing manual effort and increasing test coverage.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.Test Data Creation: Learn how Generative AI can be used to generate test data, ensuring comprehensive and effective testing while saving time and effort.Code Investigation: Discover how Generative AI can assist in investigating complex code, identifying potential issues, and understanding code dependencies.Code Explanation: Learn how Generative AI can be used to explain code behavior, making it easier to understand complex code and improve code quality.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.AI Model Trainer. Lean how to train your own AI modelUnderstand CI/CD Concepts with AI

Overview

Section 1: Introduction

Lecture 1 Course Structure

Section 2: Setup Vertex AI in Google Cloud Platform

Lecture 2 Setting up the account

Lecture 3 Create Project

Lecture 4 Orientation in Vertex AI

Lecture 5 Prompt Exampels

Lecture 6 First Prompt

Lecture 7 Temperature of Model

Lecture 8 Model Training - Manual

Lecture 9 Model Training JSONL

Lecture 10 Connecting through an API

Section 3: VERTEX AI - Artifact Generator / Accelerator

Lecture 11 AI explains a Testing Principle

Lecture 12 Rapid Start Documentation

Lecture 13 Aid in tool Assesment

Lecture 14 Identify Test Cases

Lecture 15 Generate Gerkin Scenarios

Section 4: VERTEX AI for code Generation

Lecture 16 Generation of BDD - Cucumber Feature File

Lecture 17 Generate Usable code from feature file

Lecture 18 Enhance Code for FrontEnd Selectors

Lecture 19 Generate the Page Object Model

Lecture 20 Decouple Code - Test Data Example

Lecture 21 Generate Unique Test Data

Lecture 22 Switch between data Sets

Lecture 23 Generate Payload from Code

Lecture 24 Generate Tests from Code

Lecture 25 Cluster Test Data Together

Lecture 26 Generate CURL - HTTP Calls

Lecture 27 AI generates Postman Collection

Lecture 28 Transform to Rest Assured

Section 5: Understanding Concepts

Lecture 29 Understand a WSDL

Lecture 30 Find Solution for coding challenges

Lecture 31 Resolve Dependencies- POM.XML

Lecture 32 Explain Code

Lecture 33 Understand CI/CD Files

Lecture 34 Understand Infrastructure - AZURE ARM

Lecture 35 Understand a DB Schema

Lecture 36 Generating SQL Code - Selects

Lecture 37 Generate SQL Code - Inserts

Lecture 38 Generate large volumes of data

Lecture 39 Import Data into DB

Lecture 40 Understand Docker file

Business Analysts,Quality engineers,Software Engineers,Scrum Masters