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Intro to Gen AI

• What is Generative AI

• How it differs from traditional software

• Basic architecture (Prompt Model Output)

• Terminology: prompt, hallucination, tokens, fine-tuning, context window.

Gen AI Testing Fundamentals

• Why testing Gen AI is different from traditional testing

• Key challenges: Non-determinism, bias, hallucination

• Evaluation approaches:

• Golden set testing

• Human-in-the-loop testing

• A/B testing of model versions

Functional Testing

• How to verify Gen AI output correctness

• Metrics: BLEU, ROUGE, Precision/Recall

• Test scenarios: Prompt injection

• Incomplete or ambiguous prompts

• Multiple languages or accents

• Response formatting & structure

Non-Functional Testing

• Security Testing: Prompt injection, data leaks

• Performance: Latency, token limits

• Ethical Testing: Biases, toxicity, inappropriate content

• Robustness Testing: Noisy input, out-of-domain queries

Prompt Engineering for Testers

• What is prompt engineering

• Prompt types: Zero-shot, few-shot, chain-of-thought

• Testing prompts like code: assertions, expected outcomes

Introduction

• What is Database

• What is Database Management System (DBMS)

• What is Relational Model

• Introduction to RDBMS

Datatypes and Constraints

• What are Datatypes

• Types and Examples.

• How to use.

• What are Constraints

• Types and Examples.

• How to use.

Statements in SQL

• Data Definition Language (DDL)

• Data Manipulation Language (DML)

• Transaction Control Language (TCL)

• Data Control Language (DCL)

• Data Query Language (DQL)

Software installation

• Installing and set up of Software

• Working on Database

Data Query Language (DQL)

• Select

• From

• Where

• Group By

• Having

• Order By

Operators

• Types and Examples

Functions in SQL

• Single Row Functions

• Multi Row Functions

Sub Query

• Introduction to Sub Query

• Working of Sub Query

• Query Writing and Execution

• Types of Sub Query

• 1. Single Row Sub Query

• 2. Multi Row Sub Query

• Nested Sub Query.

JOINS

• What Is Join

• Types of Joins.

• Cartesian Join

• Inner Join

• Outer Join

• Self-Join

• Queries and Examples.

Co- Related Sub Query

• Working and Examples

Data Definition Language (DDL)

• Create

• Rename

• Alter

• Truncate

• Drop

Data Manipulation Language (DML)

• Insert

• Update

• Delete

Transaction Control Language (TCL)

• Commit

• Save point

• Rollback

Data Control Language (DCL)

• Grant

• Revoke

Modern JavaScript fundamentals with ES6

• JavaScript Roadmap
• ES6
• JavaScript frameworks
• Node
• App-development and build tools

• JavaScript Basics
• The HTML DOM
• JavaScript Syntax
• Literals, identifiers and reserved words
• Basic Rules
• Dot Notation
• Square Bracket Notation
• Expressions and expression evaluation
• JavaScript Objects, Methods and Properties

• JavaScript Core
• Objects and Arrays
• JSON
• Functions
• Scope
• Closure

• Language Fundamentals
• JavaScript Variables
• Working with Numbers and Strings
• A Loosely-typed Language
• Storing User-Entered Data
• Arrays
• Associative Arrays
• Array Properties and Methods
• JavaScript Operators
• Typeof Operator
• Objects
• Built-In JavaScript Objects
• Functions
• Built-in Functions
• User-defined Functions
• Function Syntax
• Passing Values to Functions
• Returning Values from Functions
• Copy-by-reference/value, truth/false

• Conditionals And Loops
• if - else if - else Conditions
• Switch / Case
• while Loop Syntax
• do...while Loop Syntax
• for Loop Syntax
• for...in Loop Syntax

• JavaScript And The Browser
• The Implicit Window Object
• The getElementById () Method
• The getElementsByTagName () Method
• The getElementsByClassname () method
• The querySelector () and querySelectorAll () methods
• Event Handlers
• Creating, Inserting and Deleting Nodes
• Element Position Manipulation
• Scrolling
• Manipulating CSS
• Scripting Inline Styles
• Scripting CSS Classes
• Scripting Style Sheets
• Working with cookies

• JavaScript Advanced
• Form handling in JS
• Error handling in JS
• Debugging JavaScript
• Closures in-depth
• Object orientation with prototypes
• Using Templates
• Modular JS
• JQuery
• Wrapped Sets
• Manipulating element properties & attributes
• Changing element styles
• Animations
• Configuration options in JS

• ES6 / ECMAScript Essentials
• De-structuring
• Modules
• Classes
• Arrow functions
• Template literals
• Spread operator

• Scope
• Closure
• Bind
• This
• Arrow-functions
• Modules
• IIFEs

• Functional Programming With JavaScript
• Understanding map filter, reduce and sort
• Chaining pure functions to transform data

• Object-Oriented Patterns
• OO Patterns to use with ES6 classes

• Async Programming
• Promises
• Async/await
• Understanding RxJS using Observables

• Using ES6 / ECMAScript Modules
• Defining clear code boundaries and managing Scope

• Browser Document Object Model
• Scripting the DOM with JavaScript

• TypeScript
• Defining custom types using interfaces
• Generics and utility functions

• RxJS: Reactive Extensions For JavaScript
• Adopting the Reactive way of thinking
• Programming with asynchronous data streams
• Subscribing to a stream of events over time
• Transforming streams of data with map and filter
• Applying Reactive ideas to real-world problems
• Using RxJS in Angular and React

• Tools
• Node
• NPM
• Transpilers
• Module bundlers

• JavaScript Design Patterns
• Mediator pattern
• Isolating application state with Redux

• JavaScript Testing
• Unit Testing with Jasmine/Jest

Introduction of API

• What is an API.

• What is meant by Service &API Testing

• Benefits of Service-Oriented Architecture

• Why API/ Service level testing

• Introduction - Web Services

• Testing Types.

• Role of A software tester in API testing

• API Testing and Unit Testing.

• Area for covering your test.

• Types of API

• Tools for API Testing

API Protocols

• HTTPs Protocol

• HTTP Request Headers

• HTTP Response Headers

• SSL

• TLS

• Cookies

• HTTP Verbs

Download and Install API Testing Tool (Postman)

• What is Postman Tool.

• As a Standalone Application.

• As a Chrome Extension

Description of the Postman Tool

• Sidebar Section

• History

• Collections

• Header Section
• New
• Import
• Interceptor
• Sync

• Builder Section
• Tabs
• HTTP Method Type
• URL Bar
• Header's List