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180

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735.12MB

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2020-06-13

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File Name

Size

01_recommendation-systems-overview/01_course-overview/01_01_introduction.en.srt

10.77KB

01_recommendation-systems-overview/01_course-overview/01_01_introduction.en.txt

6.74KB

01_recommendation-systems-overview/01_course-overview/01_01_introduction.mp4

17.87MB

01_recommendation-systems-overview/01_course-overview/01_02_getting-started-with-google-cloud-platform-and-qwiklabs.en.srt

5.05KB

01_recommendation-systems-overview/01_course-overview/01_02_getting-started-with-google-cloud-platform-and-qwiklabs.en.txt

3.06KB

01_recommendation-systems-overview/01_course-overview/01_02_getting-started-with-google-cloud-platform-and-qwiklabs.mp4

5.61MB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_01_introduction.en.srt

9.28KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_01_introduction.en.txt

5.63KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_01_introduction.mp4

12.41MB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_02_types-of-recommendation-systems.en.srt

4.16KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_02_types-of-recommendation-systems.en.txt

2.5KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_02_types-of-recommendation-systems.mp4

3.99MB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_03_content-based-or-collaborative.en.srt

10.33KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_03_content-based-or-collaborative.en.txt

6.43KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_03_content-based-or-collaborative.mp4

12.25MB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_04_recommendation-system-pitfalls.en.srt

5.76KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_04_recommendation-system-pitfalls.en.txt

3.55KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_04_recommendation-system-pitfalls.mp4

4.91MB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_05_discussion.en.srt

2.68KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_05_discussion.en.txt

1.66KB

01_recommendation-systems-overview/02_recommendation-systems-overview/02_05_discussion.mp4

3.55MB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_01_content-based-recommendation-systems.en.srt

2.72KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_01_content-based-recommendation-systems.en.txt

1.7KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_01_content-based-recommendation-systems.mp4

2.84MB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_02_similarity-measures.en.srt

5.14KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_02_similarity-measures.en.txt

3.19KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_02_similarity-measures.mp4

6.04MB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_03_building-a-user-vector.en.srt

5.79KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_03_building-a-user-vector.en.txt

3.44KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_03_building-a-user-vector.mp4

5.06MB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_04_making-recommendations-using-a-user-vector.en.srt

2.49KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_04_making-recommendations-using-a-user-vector.en.txt

1.53KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_04_making-recommendations-using-a-user-vector.mp4

2.33MB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_05_making-recommendations-for-many-users.en.srt

10.1KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_05_making-recommendations-for-many-users.en.txt

6.24KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_05_making-recommendations-for-many-users.mp4

9.29MB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_06_lab-intro-create-a-content-based-recommendation-system.en.srt

567B

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_06_lab-intro-create-a-content-based-recommendation-system.en.txt

370B

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_06_lab-intro-create-a-content-based-recommendation-system.mp4

685.99KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_07_lab-solution-create-a-content-based-recommendation-system.en.srt

18.99KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_07_lab-solution-create-a-content-based-recommendation-system.en.txt

11.72KB

02_content-based-recommendation-systems/01_building-a-simple-vector-based-model/01_07_lab-solution-create-a-content-based-recommendation-system.mp4

21.34MB

02_content-based-recommendation-systems/02_building-a-content-based-recommendation-system-with-a-neural-network/02_01_using-neural-networks-for-content-based-recommendation-systems.en.srt

6.23KB

02_content-based-recommendation-systems/02_building-a-content-based-recommendation-system-with-a-neural-network/02_01_using-neural-networks-for-content-based-recommendation-systems.en.txt

3.82KB

02_content-based-recommendation-systems/02_building-a-content-based-recommendation-system-with-a-neural-network/02_01_using-neural-networks-for-content-based-recommendation-systems.mp4

6.35MB

02_content-based-recommendation-systems/02_building-a-content-based-recommendation-system-with-a-neural-network/02_02_lab-intro-create-a-content-based-recommendation-system-using-a-neural-network.en.srt

935B

639B

02_content-based-recommendation-systems/02_building-a-content-based-recommendation-system-with-a-neural-network/02_02_lab-intro-create-a-content-based-recommendation-system-using-a-neural-network.mp4

1.33MB

02_content-based-recommendation-systems/02_building-a-content-based-recommendation-system-with-a-neural-network/02_03_lab-solution-create-a-content-based-recommendation-system-using-a-neural-network.en.srt

45.02KB

26.7KB

57.16MB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_01_types-of-user-feedback-data.en.srt

12.7KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_01_types-of-user-feedback-data.en.txt

7.55KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_01_types-of-user-feedback-data.mp4

15.47MB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_02_embedding-users-and-items.en.srt

20.33KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_02_embedding-users-and-items.en.txt

13.05KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_02_embedding-users-and-items.mp4

26.67MB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_03_factorization-approaches.en.srt

10.52KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_03_factorization-approaches.en.txt

6.62KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_03_factorization-approaches.mp4

15.13MB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_04_the-als-algorithm.en.srt

8.33KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_04_the-als-algorithm.en.txt

5.25KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_04_the-als-algorithm.mp4

8.84MB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_05_preparing-input-data-for-als.en.srt

9.85KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_05_preparing-input-data-for-als.en.txt

6.06KB

03_collaborative-filtering-recommendation-systems/01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/01_05_preparing-input-data-for-als.mp4

13.69MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_01_creating-sparse-tensors-for-efficient-wals-input.en.srt

5.35KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_01_creating-sparse-tensors-for-efficient-wals-input.en.txt

3.43KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_01_creating-sparse-tensors-for-efficient-wals-input.mp4

6.75MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_02_instantiating-a-wals-estimator-from-input-to-estimator.en.srt

8.13KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_02_instantiating-a-wals-estimator-from-input-to-estimator.en.txt

5.08KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_02_instantiating-a-wals-estimator-from-input-to-estimator.mp4

8.99MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_03_instantiating-a-wal-estimator-decoding-tfrecords.en.srt

6.04KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_03_instantiating-a-wal-estimator-decoding-tfrecords.en.txt

3.86KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_03_instantiating-a-wal-estimator-decoding-tfrecords.mp4

5.98MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_04_instantiating-a-wals-estimator-recovering-keys.en.srt

20.12KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_04_instantiating-a-wals-estimator-recovering-keys.en.txt

12.54KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_04_instantiating-a-wals-estimator-recovering-keys.mp4

17.86MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_05_instantiating-a-wals-estimator-training-and-prediction.en.srt

9.39KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_05_instantiating-a-wals-estimator-training-and-prediction.en.txt

5.81KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_05_instantiating-a-wals-estimator-training-and-prediction.mp4

10.04MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_06_lab-intro-collaborative-filtering-with-google-analytics-data.en.srt

1.45KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_06_lab-intro-collaborative-filtering-with-google-analytics-data.en.txt

914B

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_06_lab-intro-collaborative-filtering-with-google-analytics-data.mp4

1.9MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_07_lab-solution-collaborative-filtering-with-google-analytics-data.en.srt

73.68KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_07_lab-solution-collaborative-filtering-with-google-analytics-data.en.txt

44.67KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_07_lab-solution-collaborative-filtering-with-google-analytics-data.mp4

64.22MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_08_issues-with-collaborative-filtering.en.srt

7.06KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_08_issues-with-collaborative-filtering.en.txt

4.38KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_08_issues-with-collaborative-filtering.mp4

8.38MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_09_productionized-wals-demo.en.srt

35.68KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_09_productionized-wals-demo.en.txt

21.64KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_09_productionized-wals-demo.mp4

31.06MB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_10_cold-starts.en.srt

9.82KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_10_cold-starts.en.txt

5.82KB

03_collaborative-filtering-recommendation-systems/02_implementing-als-in-tensorflow/02_10_cold-starts.mp4

10.09MB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_01_hybrid-recommendation-systems.en.srt

25.67KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_01_hybrid-recommendation-systems.en.txt

15.63KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_01_hybrid-recommendation-systems.mp4

24.36MB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_02_lab-designing-a-hybrid-recommendation-system.en.srt

11.61KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_02_lab-designing-a-hybrid-recommendation-system.en.txt

7.1KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_02_lab-designing-a-hybrid-recommendation-system.mp4

14.44MB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_03_lab-designing-a-hybrid-collaborative-filtering-recommendation-system.en.srt

7.35KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_03_lab-designing-a-hybrid-collaborative-filtering-recommendation-system.en.txt

4.53KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_03_lab-designing-a-hybrid-collaborative-filtering-recommendation-system.mp4

9.49MB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_04_lab-designing-a-hybrid-knowledge-based-recommendation-system.en.srt

10.11KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_04_lab-designing-a-hybrid-knowledge-based-recommendation-system.en.txt

6.29KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_04_lab-designing-a-hybrid-knowledge-based-recommendation-system.mp4

12.06MB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_05_lab-intro-building-a-neural-network-hybrid-recommendation-system.en.srt

789B

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_05_lab-intro-building-a-neural-network-hybrid-recommendation-system.en.txt

526B

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_05_lab-intro-building-a-neural-network-hybrid-recommendation-system.mp4

1.09MB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_06_lab-solution-building-a-neural-network-hybrid-recommendation-system.en.srt

55.71KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_06_lab-solution-building-a-neural-network-hybrid-recommendation-system.en.txt

33.67KB

04_neural-networks-for-recommendation-systems/01_neural-networks-for-recommendation-systems/01_06_lab-solution-building-a-neural-network-hybrid-recommendation-system.mp4

55.41MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_01_context-aware-recommendation-systems.en.srt

13.67KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_01_context-aware-recommendation-systems.en.txt

8.45KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_01_context-aware-recommendation-systems.mp4

15.75MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_02_context-aware-algorithms.en.srt

8.91KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_02_context-aware-algorithms.en.txt

5.46KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_02_context-aware-algorithms.mp4

12.06MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_03_contextual-postfiltering.en.srt

4.17KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_03_contextual-postfiltering.en.txt

2.55KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_03_contextual-postfiltering.mp4

5.84MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_04_modeling-using-context-aware-algorithms.en.srt

8.33KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_04_modeling-using-context-aware-algorithms.en.txt

5.09KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_04_modeling-using-context-aware-algorithms.mp4

12.35MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_05_youtube-recommendation-system-case-study-overview.en.srt

5.17KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_05_youtube-recommendation-system-case-study-overview.en.txt

3.19KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_05_youtube-recommendation-system-case-study-overview.mp4

5.59MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_06_youtube-recommendation-system-case-study-candidate-generation.en.srt

5.73KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_06_youtube-recommendation-system-case-study-candidate-generation.en.txt

3.62KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_06_youtube-recommendation-system-case-study-candidate-generation.mp4

4.68MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_07_youtube-recommendation-system-case-study-ranking.en.srt

4.85KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_07_youtube-recommendation-system-case-study-ranking.en.txt

2.9KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_07_youtube-recommendation-system-case-study-ranking.mp4

4.38MB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_08_summary.en.srt

2.68KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_08_summary.en.txt

1.73KB

04_neural-networks-for-recommendation-systems/02_incorporating-context/02_08_summary.mp4

2.87MB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_01_introduction.en.srt

6.58KB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_01_introduction.en.txt

4.23KB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_01_introduction.mp4

8.19MB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_02_architecture-overview.en.srt

5.5KB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_02_architecture-overview.en.txt

3.48KB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_02_architecture-overview.mp4

4.32MB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_03_cloud-composer-overview.en.srt

26.3KB

05_building-an-end-to-end-recommendation-system/01_building-an-end-to-end-recommendation-system/01_03_cloud-composer-overview.en.txt

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