@datascibykashi: POV: When he keeps asking me, “Have you built a Recommendation System in Machine Learning yet?” 💀😂 Bro, I was learning Python yesterday, and today you want me to build Netflix, Spotify, and Amazon in one project. 😭 Fine. Let’s build one! 🚀 🤖 My Machine Learning Recommendation System Roadmap: 1. 📊 Collect and explore the dataset 2. 🧹 Clean and preprocess the data 3. 🎯 Understand user preferences 4. 🔍 Implement Content-Based Filtering 5. 👥 Explore Collaborative Filtering 6. 🧠 Experiment with Matrix Factorization 7. 📈 Evaluate recommendation quality 8. 🌐 Deploy the model using Streamlit The goal? Recommend the right movies, products, or songs to the right users based on their interests and behavior. Because sometimes, the best way to answer “Can you build it?” is to build it. 🔥 💬 Your turn: Which recommendation system would you build first: Netflix, Spotify, or Amazon? #MachineLearning #Python #DataScience #creatorsearchinsights #datascience

Data Scientist | Kashi

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Thursday 29 October 2026 12:44:35 GMT