File Name: | Python for Data Engineers – GCP, Azure, and AWS |
Content Source: | https://www.udemy.com/course/python-for-data-engineers-gcp-azure-and-aws/ |
Genre / Category: | Other Tutorials |
File Size : | 1.4 GB |
Publisher: | udemy |
Updated and Published: | June 26, 2025 |
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
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 cases
Chapter 1: Core Python Data Types
- Working with Strings
- Python Operators (Arithmetic, Comparison, Logical, etc.)
- Numbers: Integers and Floats
- Boolean Logic in Python
- Understanding None Type
Chapter 2: Built-in Data Structures
- Lists: Creation, Indexing, and Operations
- Tuples: Immutable Sequences
- Dictionaries: Key-Value Mappings
- Sets: Unique Collections and Operations
Chapter 3: Programming Constructs in Python
- Conditional Statements: if, elif, else
- Looping: for and while Loops
- Exception Handling: try, except, finally
- File Handling: Reading and Writing Files
Chapter 4: Modular and OOP in Python
- Creating and Using Functions
- Writing Reusable Code with Functions
- Introduction to Object-Oriented Programming
- Creating Classes and Objects
What 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
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