Book recommendation
General Purpose
Overview
Built a virtual book buddy who can recommend books based on your taste. Once a while every bookworm has taken advice from their peers about which book shall they read next or what they can explore more in terms of reading. We picked this project as it was funny & helped many of us to get more recommendations once built.
Technology
- Deep Learning
- Neural Networks
- NLP
Language
- Python
Key Technical Challenges:
- Collecting enough data which can cover all the genres of books available.
- Designing the architecture which can accommodate new genres of books added down the line without much need of training.
Business + Technical Points:
- Should recommend books within preferred genre as well as new related books
- Should be able to dynamically adapt based on the user’s recent interests.
Result:
- A funny recommendation engine was built.
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