Table of Contents
Preface
Part 1: Introduction to ETL, Data Pipelines, and Design Principles
1
A Primer on Python and the Development Environment
Introducing Python fundamentals
An overview of Python data structures
Python if…else conditions or conditional statements
Python looping techniques
Python functions
Object-oriented programming with Python
Working with files in Python
Establishing a development environment
Version control with Git tracking
Documenting environment dependencies with requirements.txt
Utilizing module management systems (MMSs)
Configuring a Pipenv environment in PyCharm
Summary
2
Understanding the ETL Process and Data Pipelines
What is a data pipeline?
How do we create a robust pipeline?
Pre-work – understanding your data ...
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