Decade of Excellence : Successfully completed 10 years of providing impactful training and mentorship. Global Reach: Delivered training to over 34,000 professionals worldwide. Outstanding Ratings: Achieved an impressive overall rating of 4.5/5 from trainees. Transformative Results: Maximum salary increase: 220%. Minimum salary increase: 70%. Average salary increase: 140%.

ETL Automation Testing with Python

Become an expert in automating ETL testing using Python

5.0 (1265 ratings)
Language : English
Validity Period : Lifetime
₹28,500 35% OFF

₹18,500/- Excluding 18% GST

Description Course Content How To Use

Description:

Learn how to automate ETL (Extract, Transform, Load) testing using Python. This comprehensive course covers all the
fundamental concepts and techniques needed to perform efficient and effective testing on ETL processes. You'll gain
hands-on experience with various automation testing tools and libraries, along with practical examples and real-world scenarios.

Key Highlights:

Master ETL testing methodologies
Automate data validation and verification
Utilize Python libraries for ETL testing
Apply best practices for testing ETL processes

What you will learn:

Learning Outcome 1
Understand the fundamental concepts of ETL testing and its importance in the data integration process.
Learning Outcome 2
Learn how to design and execute test cases for ETL processes to ensure data accuracy, completeness, and reliability.
Learning Outcome 3
Explore various Python libraries and tools used for automating ETL testing, such as PyTest, Pandas, and SQL Alchemy.
Learning Outcome 4
Implement data validation techniques and perform comprehensive data checks to identify anomalies or discrepancies in ETL pipelines.
Learning Outcome 5
Apply best practices and strategies to enhance the efficiency and effectiveness of ETL testing, including error handling, logging, and reporting.

SQL - Intermediate & Advanced - Quick Revision

Group By
Group By + Having
Date Functions,
Agg. Functions,
Data Type Handling
Constrations
Unions
Sub Query & Co-related Sub Query
Joins
Row Number, Rank, Dense Rank
Common Table Expression
Case statement

ETL DWH Testing - Quick Revision

Introduction to ETL Testing
Advantage of ETL Testing
Why ETL Testing has open scope in future
ETL Testing Ojbectives
ETL Testing Types
ETL Testing Process
Common Challenges in ETL Testing
Best Practices for ETL Testing
Datawarehouse Concpets and realtime use

Python

About Python
Advantage of Python
Variables & Data Types
Control Structure If, Else For While
Functions
Data Structure Lists, Tuples, Sets, Dictionaries
File Handling
Exception Handling
Modules & Packages
Object-Oriented Programming Classes, Objects, Inheritance
Standard Libraries
Data Science and Machine Learning NumPy Pandas Matplotlib
Python Key libraries: pandas numpy sqlalchemy pytest great_expectations unittest

ETL Autmation Testing

Test Plan
Prepare Automation Framework Architecture using PyTest Prepare Test Scripts Prepare Test Data Setup Test Environment Data Completeness Testing Data Integration Testing Sources & Targets - CSV, Database & AWS Transformation Rule Lookup Rules & Other Calculations Data Quality Testing Null Check Duplicate check Checksum check Agg. Check Data Format Check Data Type Validation Check Data Consistency Check Metadata Testing Error Logging Error Handling Data Cleaning Automating Scheduling Reporting Execution Report Test Report
Sources & Targets Integrated with Framework: CSV Database AWS Cloud

Benefits of This Training

Upskilling with Most Demanded Tech.
You will Get a Smart Salary Increase and lots of opportunities will open for you.
You will secure your future for next 8-10 years
You will get a Completion Certificate from FTS
You will get weekdays Interview Preparation Session
CV Preparation
Lifetime recording access

After successful purchase, this item would be added to your Library.

You can access the library in the following ways :

From Computer, you can access your library after successful login
For other devices, you can access your library using this web app through browser of your device.

Review