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Welcome! Thank you for learning the ETL Testing Course with me!
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What is Data Testing/ETL Testing and the Challenges in ETL testing?
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What will be the future of ETL tools/testing as big data is getting popular?
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Master Data Warehouse Concepts, Step by Step from Scratch
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Is Data Warehouse still relevant in the age of Big Data?
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What is Data?
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Why Data Warehouse is implemented?
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What is a Data Warehouse?
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What is a Data Mart?
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Fundamental difference between Data Warehouse and Data Mart
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Advantages of a Data Mart
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Characteristics of a Data Mart
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Disadvantages of a Data Mart
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Mistakes and Misconceptions of a Data Mart
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Revised: Enterprise Architecture or Centralized Architecture
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Revised: Federated Data Warehouse Architecture
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Multi Tired Architecture
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Components of a Data Warehouse Architecture
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Purpose of a Staging Area in Data Warehouse Architecture - Part 1
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Purpose of a Staging Area in Data Warehouse Architecture - Part 2
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What is Data Modeling?
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Why should a Tester know Data Modeling?
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Data Modeling Techniques
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ER Data Model
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Dimensional Model
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Differences between ER Model and Dimensional Model
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Different phases required to build a Dimensional Data Model
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Business Requirements
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CDM - Conceptual Data Model
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LDM - Logical Data Model
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Physical Data Model
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Database
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What is a Dimension Table?
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What is a Fact Table?
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Additive Facts
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Semi Additive Facts
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Non-Additive Facts
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Fact less Facts
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What is a Star Schema?
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What is a Snow Flake Schema?
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Galaxy Schema or Fact Constellation Schema
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Snow Flake Vs Star Schema
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Conformed Dimensions
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Junk Dimensions
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Degenerate Dimensions
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Role Playing Dimensions
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Slowly Changing Dimensions - Intro and Example Creation
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Slowly Changing Dimensions (SCD) Type 1, 2, 3
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Slowly Changing Dimensions - Summary
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What is Data Integration?
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What is ETL?
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Data Acquisition
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Data Transformation
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Common Questions and Summary
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ETL - Explained
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ELT - Explained
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ETL Vs ELT
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Project Sponsor
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Project Manager
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Functional Analyst or Business Analyst
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SME - Subject Matter Expert
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DW BI Architect and Data Modeler
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DWH Tech Admin
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ETL Developers
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BI OLAP Developers
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ETL Testers / QA Group
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DB UNIX Network Admins
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Data Architect, Data Warehouse Architect, BI Architect and Solution Architect
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Final Note about the Roles
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Different phases in DW/BI/ETL Implementation Approach
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Knowledge Capture Sessions
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Requirements
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Architecture Phase
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Data Model/Database
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ETL Phase
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Data Access Phase
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Data Access Types - Selection
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Data Access Types - Drilling Down
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Data Access Types - Exception Reporting
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Data Access Types - Calculations
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Data Access Types - Graphics and Visualization
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Data Access Types -Data Entry Options
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Data Access Types - Customization
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Data Access Types - WebBased Reporting
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Data Access Types - BroadCasting
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Deploy
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Iterative Approach
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Introduction and Knowledge Capture Sessions
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Test Strategy and Plan
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Define Test Framework
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Assess Source & Target Components
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Test ETL - The Data Centric Method
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System and Integration Testing
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Regression Testing
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Performance Testing
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Acceptance Test
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Different Categories Of DWH Projects
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New DataWarehouse SetUp
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Migration Testing - Includes Data Migration
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Change Requests - For Existing Projects
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OLAP/Dashboard/Report Testing
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Knowledge of the project or the application
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Analysis of the specifications provided by the clients
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Approve requirements and design specifications
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Create and Maintain the test strategy document
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Design the Test Cases as per the Test plan
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Estimate the efforts required to design the test cases and execute the project
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Tracability of requirements to test cases
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Define Exit and Entrance criteria
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Creating Test Plan, Test Scenario, Test Cases & Test Scripts to validate source
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Test data creation
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Creating and Maintaining Reusable Scripts and Execute Test Scripts
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Execute backend data-driven test cases
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Client Co-ordination and Incorporate UAT Test cases and Identify Bugs
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Other Roles and Responsibilites
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Database Testing Vs GUI Testing
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Structural Database Testing
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Functional Database Testing
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Functional Database Testing - Part 2
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Non Functional Database Testing
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Summary of Database Testing
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What is Data Testing/ETL Testing and the Challenges in ETL testing?
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What will be the future of ETL tools/testing as big data is getting popular?
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Database Testing and ETL Testing
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Differences between Database Testing and ETL Testing
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Database testing during ETL Testing - Explained with a project setup
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Bug Reports
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After Finding the Defect
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Writing the Bug Summary
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Using Appropriate Language/Phrases
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Steps to Reproduce the Defect
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Including Test Data
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Including Screen Shots
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Severity / Priority
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Logs
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Other Information
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Introduction to the common causes for defects
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Insufficient/Incorrect Requirements
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Assumptions/Mis-Understanding
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Wrong Decision During The Design
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Good Programmers With Wrong Goals
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Complexity
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Time Constriants
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Frequently Changing Business Requirements
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Reporting the discrepancy
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Communicating the discrepancy
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Escalating the discrepancy
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Generating Metrics
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Critical Issue Severity
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High Severity Issues
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Medium Severity Issues
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Low Severity Issues
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Defect Status Category Labels
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Metadata Testing
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Data Completeness Testing
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Data Quality Testing - Data Duplicates
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Data Quality Testing - Business Validation and Rules
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Data Transformation - White Box Testing
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Data Transformation - Black Box Testing
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ETL Regression Testing
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Reference Data Testing
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Incremental ETL Testing
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ETL Integration Testing
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ETL Performance Testing
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Different Types of Enterprise Databases
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Different ETL tools available in the Market
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Which ETL tool should you learn, if you are starting with ETL testing now?
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Informatica Power Center Architecture
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Pre Installation Steps & System Pre-Requisites
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Quick Tip: Product Availability Matrix - PAM
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Download Software
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Oracle 11g Installation and SQL Developer Configuration
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Too Many Files!! Which one should I download?
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Extract the Informatica Downloaded files
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Power Center Server Installation
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Power Center Client Installation
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Administration Console Introduction
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List of Services Available
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Repository Service Creation
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Setting up Integration Service
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Repository Configuration and Folder Creation
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Basic File directory structures
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Client Tools and Components
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Setting up the Database Connection at Mapping Designer and Workflow Manager
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Let's start with the Mapping Designer
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Mapping Designer - Finding Object Dependencies
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The Complete Cycle - Lets build the first Mapping, Session and the Workflow
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Transformations Overview
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Different Categories of Transformations
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Active Transformations
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Passive Transformations
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Connected Transformations and Unconnected Transformations
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Multi Group Transformations
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Restricted Process Transformations
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Data Flow Rules
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Brief introduction to Transformations and it's functions
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Aggregator Trasformation
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Expression Transformation
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Filter Transformation
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Joiner Transformation
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Lookup Transformation
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Normalizer Transformation
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Rank Transformation
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Router Transformation
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Sequence Generator Transformation
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Stored Procedure Transformation
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Sorter Transformation
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Source Qualifier Transformation
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Update Strategy Transformation
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XML Source Qualifier Transformation
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XML Parser Transformation
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XML Generator Transformation
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Union Transformation
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HTTP Transformation
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Transaction Control Transformation
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Identity Resolution Transformation
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Custom Transformation
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Data Masking Transformation
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Additional Information about Informatica Power Center Transformations
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Power Center's Native Data Types and Data Type Conversion
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Ports in Informatica
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Different Types of Functions
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Best ways to get around functions
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Components of Workflow Manager
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Workflow Monitor
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Monitor Tool's functionality & Available Options
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Session Log
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Repository Manager Activities
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Mapplet
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Usage of Debugger
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Requirements for Flat File Source to Flat File and Relational Target
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Required Target Attributes based on the requirement
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Target Table creation based on the requirement
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Source Flat File Creation with the test data
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Source File directory for the source to be placed
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Let's create the mapping with the requirements at hand
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Workflow Creation for the mapping created with the requirements
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Different aspects/areas which needs to be verified during a workflow run
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What is S2T document and what should this document contain?
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Source to Target Mapping - Sample 1
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Source to Target Mapping - Sample 2
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Source to Target Mapping - For the requirements we are using
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Technical Test Cases
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Verifying the workflow run and the source to target records
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Test Cases for Business and Data Validations
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Restarting the Workflow for further testing
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Duplicate Records Check and Record Count Verification
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Data Validation Checks - Using SQL queries (Create, Delete, Drop, Select, Minus)
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Test Case for verifying the Unique Sequence numbers
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Fix and Retest of the Active Flag scenario
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Enterprise Architecture or Centralized Architecture
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Federated Architecture
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How do you validate file to table with 1 million records?
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Direct links to other courses