Python For Data Engineers - Gcp, Azure, And Aws

From Basics to Cloud: Python Essentials for Modern Data Engineers

What you'll learn

Master Python fundamentals including data types, structures, control flow, functions, and object-oriented programming tailored for data engineering use cases.

Work with files and data sources commonly used in data engineering

Write efficient, modular, and scalable code that aligns with real-world data engineering standards and practices.

Learning by doing

Requirements

No prior coding experience is required – this course is beginner-friendly.

Description

Are you aspiring to become a Data Engineer or looking to sharpen your Python skills ? This course is designed to teach you Python programming from the ground up, with a specific focus on real-world data engineering use casesChapter 1: Core Python Data TypesWorking with StringsPython Operators (Arithmetic, Comparison, Logical, etc.)Numbers: Integers and FloatsBoolean Logic in PythonUnderstanding None TypeChapter 2: Built-in Data StructuresLists: Creation, Indexing, and OperationsTuples: Immutable SequencesDictionaries: Key-Value MappingsSets: Unique Collections and OperationsChapter 3: Programming Constructs in PythonConditional Statements: if, elif, elseLooping: for and while LoopsException Handling: try, except, finallyFile Handling: Reading and Writing FilesChapter 4: Modular and OOP in PythonCreating and Using FunctionsWriting Reusable Code with FunctionsIntroduction to Object-Oriented ProgrammingCreating Classes and ObjectsWhat Makes This Course Unique?Tailored specifically for Data Engineers working in cloud platforms.Hands-on examples with real data formats like CSV, JSON, and log files.Practical coding exercises aligned with cloud data services like BigQuery, S3, Azure Blob Storage, and more.Builds a strong foundation for future work in ETL, Data Lakes, Data Warehouses, and workflow orchestration.covering from basics to advanced for ease

Overview

Section 1: Introduction

Lecture 1 Class Notebook

Lecture 2 Python Introduction - what ? why ?

Lecture 3 Python Datatypes : String, Int, Float, Bool, None

Lecture 4 Python Data Structures : List, Tuple, Dict and Set

Lecture 5 Python Loops : For and While Loop - Exception Handling

Lecture 6 Python Functions and Classes

Anyone who want to learn and master Python fundamentals