GitHub - Tanu272004/Netflix_Content_Recommendation: ChatGPT said: Here’s a short and professional GitHub description for your Netflix project: 📽️ Netflix Content Recommendation System & Ratings Dashboard A complete end-to-end data analytics and machine learning project simulating a real-world Netflix-like recommendation engine. It includes:

Tanu272004 / Netflix_Content_Recommendation Public

Notifications You must be signed in to change notification settings
Fork 0
Star 1

ChatGPT said: Here’s a short and professional GitHub description for your Netflix project: 📽️ Netflix Content Recommendation System & Ratings Dashboard A complete end-to-end data analytics and machine learning project simulating a real-world Netflix-like recommendation engine. It includes:

1 star 0 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Dashboard.png		Dashboard.png
Netflix_Content_Recommendation.pbix		Netflix_Content_Recommendation.pbix
Netflix_Content_Recommendation.pdf		Netflix_Content_Recommendation.pdf
Queries_SQL.sql		Queries_SQL.sql
ReadMe.txt		ReadMe.txt
Recommendation.py		Recommendation.py
Requirment.txt		Requirment.txt
movies.csv		movies.csv
netflix_recommendations.csv		netflix_recommendations.csv
ratings.csv		ratings.csv
users.csv		users.csv

Repository files navigation

# 🎬 Netflix Content Recommendation System & Analytics Dashboard

An end-to-end Machine Learning and Data Analytics project that simulates a real-world recommendation system like Netflix. This project demonstrates key MAANG-level capabilities — from ML algorithms to cloud pipelines and visual storytelling with Power BI.

---

## 📌 Key Features

- 🔁 **Recommendation Engine** – Collaborative Filtering using Cosine Similarity
- 🐍 **Python Scripts** – Generate realistic fake user, movie & rating data
- 💾 **MySQL Database** – Store structured data with normalized schema
- 📊 **Power BI Dashboard** – KPIs, Ratings Trends, Active Users, Genre Insights
- ☁️ **Azure Blob (Simulated via Azurite)** – Demonstrates cloud data pipeline

---

## 🧠 Tech Stack

| Layer            | Tools/Libraries                           |
|------------------|--------------------------------------------|
| Data Generation  | `faker`, `random`, `pandas`                |
| ML Recommendation| `scikit-learn` (Cosine Similarity)         |
| Database         | `MySQL`, SQL Queries                       |
| Cloud            | `Azurite` (Azure Blob Emulator)           |
| Visualization    | `Power BI`, DAX Measures                   |

---

## ⚙️ Setup

1. **Clone the Repository**
2. Install dependencies:  
   ```bash
   pip install -r requirements.txt


LinkedIn Link: https://www.linkedin.com/in/tanmay-sharma-800599373/
Github Link: https://github.com/Tanu272004/Netflix_Content_Recommendation.git