Intro to Python
Learn Python programming from the ground up with a focus on data analysis and business applications. Master variables, control flow, functions, and data structures required for data science.
Course Structure
Module 1: Python Foundations
- 1.1 Object-Oriented Programming - Introduction to classes, objects, and OOP concepts
- 1.2 Variables and Data Types - Data types, variables, and basic operations
- 1.3 Control Flow - If statements, loops, and program logic
- 1.4 Functions - Creating and using functions for code organization
Module 2: Data Structures
- 2.1 Lists - Working with lists, indexing, and list methods
- 2.2 Dictionaries - Key-value pairs and dictionary operations
- 2.3 Tuples - Immutable data structures and their applications
Module 3: Applications
- 3.1 File Handling - Reading and writing files, CSV processing
- 3.2 Error Handling & Debugging - Exception handling, logging, and debugging techniques
- 3.3 Libraries & Imports - Python libraries and data science tools
Prerequisites
- No prior programming experience required
- Basic computer literacy
- Willingness to practice coding regularly
Coding Environment Options
Choose one of these Python environments to write and run your code:
VS Code (Recommended for professionals): Free Microsoft editor with Python extensions. Great for serious development work. Download: code.visualstudio.com
Google Colab: Browser-based notebooks with free cloud computing. Perfect for data analysis and learning. No installation needed. Access: colab.research.google.com
Cursor: AI-powered editor with intelligent code completion. Best for developers wanting AI assistance. Download: cursor.sh
Most data scientists start with Colab for learning, then move to VS Code for professional projects.
Learning Outcomes
By the end of this course, you will be able to: - Write Python programs to solve business problems - Work with different data types and structures - Read and process data from various sources - Apply Python skills to data analysis tasks
© 2025 Prof. Tim Frenzel. All rights reserved. | Version 1.0.0