TIU Assignments

A curated collection of assignment work completed at Techno India University (TIU).

This repository currently includes projects from the Design Thinking course, with a focus on data analysis and visualization using Python.

Repository Structure

TIU/
├── Design Thinking/
│   └── correlation-visualization/
│       ├── correlation.ipynb
│       ├── requirements.txt
│       └── README.md
└── (other course folders)

Featured Project

Correlation Visualization

Location: Design Thinking/correlation-visualization

This project analyzes subject-wise student marks and visualizes relationships between subjects using a correlation matrix and heatmap.

Key highlights:

• Data cleaning and preprocessing
• Correlation matrix computation with Pandas
• Heatmap-based visual interpretation
• Short analytical insights from generated results

Tech Stack

• Python
• Pandas
• NumPy
• Matplotlib
• Jupyter Notebook

Getting Started

1. Clone the repository:

   git clone https://github.com/meow7781/Design-Thinking.git
   cd Design-Thinking/Design\ Thinking/correlation-visualization

2. Install dependencies:

   pip install -r requirements.txt

3. Open and run the notebook:

   jupyter notebook correlation.ipynb

Academic Note

This repository is maintained for coursework, practice, and portfolio presentation.
If you are a student, please use this work ethically and avoid direct plagiarism.

Author

Gaurav Paul