🚀 E-Commerce Mini-Projects

Apply your knowledge with hands-on exercises!

Let’s turn theory into action! Here are 3 mini-projects based on real-world E-commerce challenges. Try to solve them yourself before viewing the solutions! 🧠💻

🛒 Project 1: Cart Abandonment Predictor

Build a simple Python model to predict if a customer will abandon their shopping cart based on browsing behavior.

Hints:
🔹 Use random data: session time, number of pages visited, cart value.
🔹 If session time is too short + many pages = high chance of abandonment!

🚚 Project 2: Delivery Route Optimizer

Simulate the shortest delivery route between multiple cities.

Hints:
🔹 Use Python lists of distances.
🔹 Try greedy algorithms: always go to the nearest city first.

📈 Project 3: Sales Forecasting

Predict next month’s sales based on previous data using simple regression! 📊

Hints:
🔹 Use fake sales data for 12 months.
🔹 Build a line of best fit to forecast the next point.

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By Darchums Technologies Inc - April 28, 2025