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5 - 6 - Latent-Factor Models (16_11).mp4

5 - 6 - Latent-Factor Models (16_11).mp4

5 - 6 - Latent-Factor Models (16_11).srt

5 - 6 - Latent-Factor Models (16_11).srt

5 - 7 - Latent-Factor Recommender System (14_16).mp4

5 - 7 - Latent-Factor Recommender System (14_16).mp4

5 - 7 - Latent-Factor Recommender System (14_16).srt

5 - 7 - Latent-Factor Recommender System (14_16).srt

5 - 8 - Finding the Latent Factors (13_20).mp4

5 - 8 - Finding the Latent Factors (13_20).mp4

5 - 8 - Finding the Latent Factors (13_20).srt

5 - 8 - Finding the Latent Factors (13_20).srt

5 - 9 - Extension to Include Global Effects (9_42) [Advanced].mp4

5 - 9 - Extension to Include Global Effects (9_42) [Advanced].mp4

5 - 9 - Extension to Include Global Effects (9_42) [Advanced].srt

5 - 9 - Extension to Include Global Effects (9_42) [Advanced].srt

5 - 10 - Dimensionality Reduction_ Introduction (12_01).mp4

5 - 10 - Dimensionality Reduction_ Introduction (12_01).mp4

5 - 10 - Dimensionality Reduction_ Introduction (12_01).srt

5 - 10 - Dimensionality Reduction_ Introduction (12_01).srt

5 - 11 - Singular-Value Decomposition (13_39).mp4

5 - 11 - Singular-Value Decomposition (13_39).mp4

5 - 11 - Singular-Value Decomposition (13_39).srt

5 - 11 - Singular-Value Decomposition (13_39).srt

5 - 12 - Dimensionality Reduction with SVD (9_04).mp4

5 - 12 - Dimensionality Reduction with SVD (9_04).mp4

5 - 12 - Dimensionality Reduction with SVD (9_04).srt

5 - 12 - Dimensionality Reduction with SVD (9_04).srt

5 - 13 - SVD Gives the Best Low-Rank Approximation (8_28) [Advanced].mp4

5 - 13 - SVD Gives the Best Low-Rank Approximation (8_28) [Advanced].mp4

5 - 13 - SVD Gives the Best Low-Rank Approximation (8_28) [Advanced].srt

5 - 13 - SVD Gives the Best Low-Rank Approximation (8_28) [Advanced].srt

5 - 14 - SVD Example and Conclusion (11_58).mp4

5 - 14 - SVD Example and Conclusion (11_58).mp4

5 - 14 - SVD Example and Conclusion (11_58).srt

5 - 14 - SVD Example and Conclusion (11_58).srt

5 - 15 - CUR Decomposition (6_27) [Advanced].mp4

5 - 15 - CUR Decomposition (6_27) [Advanced].mp4

5 - 15 - CUR Decomposition (6_27) [Advanced].srt

5 - 15 - CUR Decomposition (6_27) [Advanced].srt

5 - 16 - The CUR Algorithm (6_15) [Advanced].mp4

5 - 16 - The CUR Algorithm (6_15) [Advanced].mp4

5 - 16 - The CUR Algorithm (6_15) [Advanced].srt

5 - 16 - The CUR Algorithm (6_15) [Advanced].srt

5 - 17 - Discussion of the CUR Method (7_09).mp4

5 - 17 - Discussion of the CUR Method (7_09).mp4

5 - 17 - Discussion of the CUR Method (7_09).srt

5 - 17 - Discussion of the CUR Method (7_09).srt

6 - 1 - Overview of Clustering (8_46).mp4

6 - 1 - Overview of Clustering (8_46).mp4

6 - 1 - Overview of Clustering (8_46).srt

6 - 1 - Overview of Clustering (8_46).srt

6 - 2 - Hierarchical Clustering (14_07).mp4

6 - 2 - Hierarchical Clustering (14_07).mp4

6 - 2 - Hierarchical Clustering (14_07).srt

6 - 2 - Hierarchical Clustering (14_07).srt

6 - 3 - The k-Means Algorithm (12_49).mp4

6 - 3 - The k-Means Algorithm (12_49).mp4

6 - 3 - The k-Means Algorithm (12_49).srt

6 - 3 - The k-Means Algorithm (12_49).srt

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