AI
Handwritten Digit Recognition (CNN)
Train, evaluate and deploy a convolutional network with a live drawing demo.
EGP 2,600
Movie Recommendation System
Collaborative-filtering and content-based recommenders with an evaluation harness.
★ 4.4
(22 reviews)
88 sold
About this module
A recommender-systems project comparing several approaches on a public ratings dataset: popularity baseline, item-item collaborative filtering, matrix factorisation and a content-based model.
Each model is evaluated with precision@k, recall@k and NDCG, and the results are discussed. A small API serves recommendations for a given user, and a notebook reproduces every figure.
The documentation frames the cold-start problem and how each model handles it.
What’s included
- Full source code (Git repository)
- Setup & configuration guide
- Technical documentation (PDF)
- Presentation slides (PPTX)
- Demo walkthrough video
- 2 weeks email support
Tech stack
Python
pandas
scikit-learn
Surprise
FastAPI
EGP 3,200
In stock
Delivered in 5 days after your deposit clears.
- Instant access after final payment
- Full source code + documentation
- One-time purchase, yours to keep
Course fit
- 24BUSI05I · Business Analytics BAEPS · Year 3 · Fall
- 24CSCI08I · Machine Learning ICS · Year 3 · Spring
Update your course
Related modules
Browse all
AI
Data Science
Sales Analytics Dashboard
ETL pipeline plus an interactive dashboard over a retail sales dataset.
EGP 2,800
Web