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DBSCAN Clustering | Your First Machine Learning Model in Python
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DBSCAN Clustering | Your First Machine Learning Model in Python
In this video, we build our first density-based clustering model using DBSCAN. Starting with the Mall Customers dataset, we walk through the process step by step: data exploration, preprocessing and scaling, picking a starting eps with the k-distance plot, tuning min_samples, running DBSCAN, and visualizing clusters and noise. This tutorial is ...
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Bữa mấy má nói đếm từng sản phẩm dễ ẹt cần gì AI! Đúng thế nhưng đó là cái bài tập đơn giản và khi đi vào bài toán lớn trong thực tế nó sẽ khác xa nha. Kiểu như bài tập này yêu cầu đếm số lượng táo trên băng chuyền từ hình ảnh hoặc video, một ứng dụng thực tế trong tự động hóa ngành nông nghiệp, như kiểm tra chất lượng hoặc thống kê sản lượng. Hình ảnh cung cấp cho thấy táo với các bounding box màu sắc, ám chỉ bước phát hiện đối tượng đã được thực hiện, nhưng cần tối ưu để đếm chính xác khi táo
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