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₹299
Collaborative Movie Recommender
Recommendation engine using cosine similarity and matrix factorization on the MovieLens dataset.
Demo Video Coming Soon
We are recording a high-quality walkthrough. The project code is fully functional and ready to download today.
Screenshots will be added shortly. Download the project to see the full running application.
This project figures out exactly what movie you should watch next. Instead of basic genre filtering, it uses collaborative filtering to find users with similar tastes to you, and recommends the hidden gems that they loved.
Why is this project unique?
• It completely automates manual workflows.
• It provides a beautiful, clean interface that anyone can use immediately.
• It is built with standard tools, making it very easy to defend in a Viva evaluation.
Complete, tested project code with run.bat (Windows) and run.sh (Mac/Linux). Double-click to launch — no manual setup required.
30+-page Word document fully formatted to university standards. Print, bind, and submit — your name goes on the cover.
15–20 professionally designed slides with exact speaker notes — we tell you word-for-word what to say to the examiner.
After downloading, follow these steps to get the project running in under 5 minutes on any computer.
Right-click the downloaded file and select "Extract All" (Windows) or double-click (Mac). You'll find three folders inside:
Preview 3 of 25 included Q&As
25 Total Q&AsQ1: What is the main purpose of this project?
This project is designed to solve the problem of managing large-scale data in real time...
Q2: Which algorithm / model did you use and why?
We used a supervised learning approach specifically chosen for its efficiency...
Q3: How does the data flow through the system?
The user inputs data through the frontend which sends it to the Node.js API layer...
Complete Bundle — One-time Payment
₹299
₹1,499
Save ₹1,200 vs local project shops
Working Source Code
1-click launcher included
30+-Page IEEE Black Book
Print-ready .docx format
Viva Defense PPT
Speaker notes included
25 Viva Q&A Answers
Examiner-tested questions
Instant ZIP Download
Available immediately after payment
Extract the ZIP
Run the Project (Windows)
run.batRun the Project (Mac / Linux)
bash run.shOpen in Browser
http://localhost:3000Prepare for Viva
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