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Merged
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Dec 19, 2024
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Add Reflection and Reference #25

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88 changes: 60 additions & 28 deletions anime_recommendation_using_cosine_similarity.ipynb
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"source": [
"recommend_anime('Howl no Ugoku Shiro')"
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"---"
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"## Reflection\n",
"- Khó khăn gặp phải: Các cột trong dữ liệu có nhiều kiểu khác nhau: số, text, categorical đơn nhãn, categorical đa nhãn. Nên cần nhiều bước xử lý phức tạp.\n",
"- Bài học nhận được: Kĩ năng xử lý dữ liệu, biết được các phương pháp như: tf-idf, one-hot encoding, label encoding.\n",
"- Nếu còn thêm thời gian nhóm sẽ tìm cách để mô hình có thể đề xuất phim chỉ dựa vào một vài thuộc tính nào đó, hiện tại mô hình dùng hầu hết các thông tin của bộ phim, như vậy chưa được linh hoạt cho lắm"
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"---"
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"## Reference\n",
"- https://scikit-learn.org/stable/"
]
}
],
"metadata": {
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