Python Course Outline for Data Science & Analytics

Project: Simple Calculator App in Python

Project: Student Grade Analyzer

Project: Number Guessing Game

Project: Contact Book

Project: BMI Calculator with Custom Module

Write a BMI calculator using functions.
Create a separate module for reusable functions (e.g., height converter, BMI category logic).

Project: Expense Tracker with File I/O

Project: Matrix Operations App

Create two arrays and perform addition, subtraction, multiplication, and transpose.
Apply reshaping and indexing to simulate image data or pixel arrays.

Project: COVID-19 Case Analysis

Project: Netflix Dataset Cleaner

Use a messy Netflix shows dataset.
Clean missing values, correct data types, and normalize strings (titles, genres).

Project: Visualize Sales Data

Project: Airbnb Price Analysis

Project: Survey Data Insights Dashboard

Analyze survey responses for mean, median, mode.
Show distributions and correlation heatmaps between factors like age, income, and satisfaction.

Project: Predict Student Scores (Linear Regression)

Project: Customer Churn Prediction

Ramakrushna Mohapatra