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🔍 Question

  • How Can We Enhance User Experience Through Personalize Movie Suggestion ?
  • How to Optimize Total Movie Discovery by Users ?

🚀 Output

📷 Lab 01

  • Content Based Movie Recommendation by Utilize Cosine Similarity to Genre Vector
  • Handle Cold Start Challenge by Pick Some Genre and Recommend Similar Genre to User
  • Find Similar Movie With Jumanji

image

  • Tackle Cold Start Problem w/ Find Similar Movie With Children and Fantasy Genre

image

👱‍♀️ Lab 03

  • Collaborative Filtering : User Rating Cosine Similarity
  • Handle Sparsity by Have Minimum Limit on User and Film
  • Find Movie Suggestion for Iron Man

image