This repository is a comprehensive Python learning path designed to take a learner from absolute beginner to advanced level proficiency.
It focuses on hands-on Python coding, practical examples, and programming concepts that form the foundation for any future software development, automation, analytics, or data science work.
This isn’t just theory — it’s a real working Python project collection that demonstrates your ability to write clean, structured, and purposeful code.
The goal of this repository is to:
✔ Build a deep understanding of core Python syntax and logic
✔ Practice real code examples to reinforce learning
✔ Progress naturally from beginner fundamentals to advanced programming constructs
✔ Serve as a Python portfolio piece to show recruiters your coding capability
This repository uses:
- Python 3.x
- Jupyter Notebook / Python scripts
- Core libraries:
NumPyPandasMatplotlibSeaborn
- Variables, data types
- Strings and data structures (List, Tuple, Dictionary)
- Conditional logic (
if,elif,else) - Loops (
for,while) - Functions & modules
- File handling
- List comprehensions
- Lambda functions
- Exception handling
- Code modularization
- Object-oriented programming (OOP)
- Working with real data using Pandas
- Numerical computing using NumPy
- Data visualization using Matplotlib & Seaborn
Description:
Core programming concepts including syntax, logic building, loops, and functions to form the foundation for all Python coding.
Skills Demonstrated:
✔ Clean syntax
✔ Logical problem solving
Description:
Shows how to use NumPy for fast array operations and mathematical computing — a stepping stone for data manipulation.
Skills Demonstrated:
✔ Numerical computing
✔ Vectorized operations
Description:
Introduces data structures and operations used to manipulate tabular data — a must-know for analytics and data automation.
Skills Demonstrated:
✔ Data cleaning
✔ Filtering & grouping
Description:
Techniques to explore datasets with statistics and summaries to gain insights.
Skills Demonstrated:
✔ Data summarization
✔ Pattern discovery
Description:
Practical plotting using Matplotlib & Seaborn to turn data into visuals that tell a story.
Skills Demonstrated:
✔ Trend visualization
✔ Insight communication
- Clone the repository
git clone https://github.com/kunalkumar2001/Python-Project-Beginners-to-Advanced.git