C026 | AEA03877DD079755C41BA494C8ED7894368B528E

C026

Name	C026	DOWNLOAD Copy Link
Total Size	770.8 MB
Total Files	180
Hash	AEA03877DD079755C41BA494C8ED7894368B528E

/.../01_course-overview/
01_01_introduction.en.srt	11.0 KB
01_01_introduction.en.txt	6.9 KB
01_01_introduction.mp4	18.7 MB
01_02_getting-started-with-google-cloud-platform-and-qwiklabs.en.srt	5.2 KB
01_02_getting-started-with-google-cloud-platform-and-qwiklabs.en.txt	3.1 KB
01_02_getting-started-with-google-cloud-platform-and-qwiklabs.mp4	5.9 MB
/.../02_recommendation-systems-overview/
02_01_introduction.en.srt	9.5 KB
02_01_introduction.en.txt	5.8 KB
02_01_introduction.mp4	13.0 MB
02_02_types-of-recommendation-systems.en.srt	4.3 KB
02_02_types-of-recommendation-systems.en.txt	2.6 KB
02_02_types-of-recommendation-systems.mp4	4.2 MB
02_03_content-based-or-collaborative.en.srt	10.6 KB
02_03_content-based-or-collaborative.en.txt	6.6 KB
02_03_content-based-or-collaborative.mp4	12.8 MB
02_04_recommendation-system-pitfalls.en.srt	5.9 KB
02_04_recommendation-system-pitfalls.en.txt	3.6 KB
02_04_recommendation-system-pitfalls.mp4	5.2 MB
02_05_discussion.en.srt	2.7 KB
02_05_discussion.en.txt	1.7 KB
02_05_discussion.mp4	3.7 MB
/.../01_building-a-simple-vector-based-model/
01_01_content-based-recommendation-systems.en.srt	2.8 KB
01_01_content-based-recommendation-systems.en.txt	1.7 KB
01_01_content-based-recommendation-systems.mp4	3.0 MB
01_02_similarity-measures.en.srt	5.3 KB
01_02_similarity-measures.en.txt	3.3 KB
01_02_similarity-measures.mp4	6.3 MB
01_03_building-a-user-vector.en.srt	5.9 KB
01_03_building-a-user-vector.en.txt	3.5 KB
01_03_building-a-user-vector.mp4	5.3 MB
01_04_making-recommendations-using-a-user-vector.en.srt	2.5 KB
01_04_making-recommendations-using-a-user-vector.en.txt	1.6 KB
01_04_making-recommendations-using-a-user-vector.mp4	2.4 MB
01_05_making-recommendations-for-many-users.en.srt	10.3 KB
01_05_making-recommendations-for-many-users.en.txt	6.4 KB
01_05_making-recommendations-for-many-users.mp4	9.7 MB
01_06_lab-intro-create-a-content-based-recommendation-system.en.srt	0.6 KB
01_06_lab-intro-create-a-content-based-recommendation-system.en.txt	0.4 KB
01_06_lab-intro-create-a-content-based-recommendation-system.mp4	702.5 KB
01_07_lab-solution-create-a-content-based-recommendation-system.en.srt	19.5 KB
01_07_lab-solution-create-a-content-based-recommendation-system.en.txt	12.0 KB
01_07_lab-solution-create-a-content-based-recommendation-system.mp4	22.4 MB
/.../02_building-a-content-based-recommendation-system-with-a-neural-network/
02_01_using-neural-networks-for-content-based-recommendation-systems.en.srt	6.4 KB
02_01_using-neural-networks-for-content-based-recommendation-systems.en.txt	3.9 KB
02_01_using-neural-networks-for-content-based-recommendation-systems.mp4	6.7 MB
02_02_lab-intro-create-a-content-based-recommendation-system-using-a-neural-network.en.srt	0.9 KB
02_02_lab-intro-create-a-content-based-recommendation-system-using-a-neural-network.en.txt	0.6 KB
02_02_lab-intro-create-a-content-based-recommendation-system-using-a-neural-network.mp4	1.4 MB
02_03_lab-solution-create-a-content-based-recommendation-system-using-a-neural-network.en.srt	46.1 KB
02_03_lab-solution-create-a-content-based-recommendation-system-using-a-neural-network.en.txt	27.3 KB
02_03_lab-solution-create-a-content-based-recommendation-system-using-a-neural-network.mp4	59.9 MB
/.../01_als-a-matrix-factorization-algorithm-for-collaborative-filtering/
01_01_types-of-user-feedback-data.en.srt	13.0 KB
01_01_types-of-user-feedback-data.en.txt	7.7 KB
01_01_types-of-user-feedback-data.mp4	16.2 MB
01_02_embedding-users-and-items.en.srt	20.8 KB
01_02_embedding-users-and-items.en.txt	13.4 KB
01_02_embedding-users-and-items.mp4	28.0 MB
01_03_factorization-approaches.en.srt	10.8 KB
01_03_factorization-approaches.en.txt	6.8 KB
01_03_factorization-approaches.mp4	15.9 MB
01_04_the-als-algorithm.en.srt	8.5 KB
01_04_the-als-algorithm.en.txt	5.4 KB
01_04_the-als-algorithm.mp4	9.3 MB
01_05_preparing-input-data-for-als.en.srt	10.1 KB
01_05_preparing-input-data-for-als.en.txt	6.2 KB
01_05_preparing-input-data-for-als.mp4	14.4 MB
/.../02_implementing-als-in-tensorflow/
02_01_creating-sparse-tensors-for-efficient-wals-input.en.srt	5.5 KB
02_01_creating-sparse-tensors-for-efficient-wals-input.en.txt	3.5 KB
02_01_creating-sparse-tensors-for-efficient-wals-input.mp4	7.1 MB
02_02_instantiating-a-wals-estimator-from-input-to-estimator.en.srt	8.3 KB
02_02_instantiating-a-wals-estimator-from-input-to-estimator.en.txt	5.2 KB
02_02_instantiating-a-wals-estimator-from-input-to-estimator.mp4	9.4 MB
02_03_instantiating-a-wal-estimator-decoding-tfrecords.en.srt	6.2 KB
02_03_instantiating-a-wal-estimator-decoding-tfrecords.en.txt	3.9 KB
02_03_instantiating-a-wal-estimator-decoding-tfrecords.mp4	6.3 MB
02_04_instantiating-a-wals-estimator-recovering-keys.en.srt	20.6 KB
02_04_instantiating-a-wals-estimator-recovering-keys.en.txt	12.8 KB
02_04_instantiating-a-wals-estimator-recovering-keys.mp4	18.7 MB
02_05_instantiating-a-wals-estimator-training-and-prediction.en.srt	9.6 KB
02_05_instantiating-a-wals-estimator-training-and-prediction.en.txt	5.9 KB
02_05_instantiating-a-wals-estimator-training-and-prediction.mp4	10.5 MB
02_06_lab-intro-collaborative-filtering-with-google-analytics-data.en.srt	1.5 KB
02_06_lab-intro-collaborative-filtering-with-google-analytics-data.en.txt	0.9 KB
02_06_lab-intro-collaborative-filtering-with-google-analytics-data.mp4	2.0 MB
02_07_lab-solution-collaborative-filtering-with-google-analytics-data.en.srt	75.4 KB
02_07_lab-solution-collaborative-filtering-with-google-analytics-data.en.txt	45.7 KB
02_07_lab-solution-collaborative-filtering-with-google-analytics-data.mp4	67.3 MB
02_08_issues-with-collaborative-filtering.en.srt	7.2 KB
02_08_issues-with-collaborative-filtering.en.txt	4.5 KB
02_08_issues-with-collaborative-filtering.mp4	8.8 MB
02_09_productionized-wals-demo.en.srt	36.5 KB
02_09_productionized-wals-demo.en.txt	22.2 KB
02_09_productionized-wals-demo.mp4	32.6 MB
02_10_cold-starts.en.srt	10.1 KB
02_10_cold-starts.en.txt	6.0 KB
02_10_cold-starts.mp4	10.6 MB
/.../01_neural-networks-for-recommendation-systems/
01_01_hybrid-recommendation-systems.en.srt	26.3 KB
01_01_hybrid-recommendation-systems.en.txt	16.0 KB
01_01_hybrid-recommendation-systems.mp4	25.5 MB
01_02_lab-designing-a-hybrid-recommendation-system.en.srt	11.9 KB
01_02_lab-designing-a-hybrid-recommendation-system.en.txt	7.3 KB
01_02_lab-designing-a-hybrid-recommendation-system.mp4	15.1 MB
01_03_lab-designing-a-hybrid-collaborative-filtering-recommendation-system.en.srt	7.5 KB
01_03_lab-designing-a-hybrid-collaborative-filtering-recommendation-system.en.txt	4.6 KB
01_03_lab-designing-a-hybrid-collaborative-filtering-recommendation-system.mp4	10.0 MB
01_04_lab-designing-a-hybrid-knowledge-based-recommendation-system.en.srt	10.4 KB
01_04_lab-designing-a-hybrid-knowledge-based-recommendation-system.en.txt	6.4 KB
01_04_lab-designing-a-hybrid-knowledge-based-recommendation-system.mp4	12.6 MB
01_05_lab-intro-building-a-neural-network-hybrid-recommendation-system.en.srt	0.8 KB
01_05_lab-intro-building-a-neural-network-hybrid-recommendation-system.en.txt	0.5 KB
01_05_lab-intro-building-a-neural-network-hybrid-recommendation-system.mp4	1.1 MB
01_06_lab-solution-building-a-neural-network-hybrid-recommendation-system.en.srt	57.0 KB
01_06_lab-solution-building-a-neural-network-hybrid-recommendation-system.en.txt	34.5 KB
01_06_lab-solution-building-a-neural-network-hybrid-recommendation-system.mp4	58.1 MB
/.../02_incorporating-context/
02_01_context-aware-recommendation-systems.en.srt	14.0 KB
02_01_context-aware-recommendation-systems.en.txt	8.7 KB
02_01_context-aware-recommendation-systems.mp4	16.5 MB
02_02_context-aware-algorithms.en.srt	9.1 KB
02_02_context-aware-algorithms.en.txt	5.6 KB
02_02_context-aware-algorithms.mp4	12.6 MB
02_03_contextual-postfiltering.en.srt	4.3 KB
02_03_contextual-postfiltering.en.txt	2.6 KB
02_03_contextual-postfiltering.mp4	6.1 MB
02_04_modeling-using-context-aware-algorithms.en.srt	8.5 KB
02_04_modeling-using-context-aware-algorithms.en.txt	5.2 KB
02_04_modeling-using-context-aware-algorithms.mp4	12.9 MB
02_05_youtube-recommendation-system-case-study-overview.en.srt	5.3 KB
02_05_youtube-recommendation-system-case-study-overview.en.txt	3.3 KB
02_05_youtube-recommendation-system-case-study-overview.mp4	5.9 MB
02_06_youtube-recommendation-system-case-study-candidate-generation.en.srt	5.9 KB
02_06_youtube-recommendation-system-case-study-candidate-generation.en.txt	3.7 KB
02_06_youtube-recommendation-system-case-study-candidate-generation.mp4	4.9 MB
02_07_youtube-recommendation-system-case-study-ranking.en.srt	5.0 KB
02_07_youtube-recommendation-system-case-study-ranking.en.txt	3.0 KB
02_07_youtube-recommendation-system-case-study-ranking.mp4	4.6 MB
02_08_summary.en.srt	2.7 KB
02_08_summary.en.txt	1.8 KB
02_08_summary.mp4	3.0 MB
/.../01_building-an-end-to-end-recommendation-system/
01_01_introduction.en.srt	6.7 KB
01_01_introduction.en.txt	4.3 KB
01_01_introduction.mp4	8.6 MB
01_02_architecture-overview.en.srt	5.6 KB
01_02_architecture-overview.en.txt	3.6 KB
01_02_architecture-overview.mp4	4.5 MB
01_03_cloud-composer-overview.en.srt	26.9 KB
01_03_cloud-composer-overview.en.txt	16.6 KB
01_03_cloud-composer-overview.mp4	30.5 MB
01_04_cloud-composer-dags.en.srt	7.6 KB
01_04_cloud-composer-dags.en.txt	4.8 KB
01_04_cloud-composer-dags.mp4	8.1 MB
01_05_cloud-composer-operators-for-ml.en.srt	14.7 KB
01_05_cloud-composer-operators-for-ml.en.txt	9.4 KB
01_05_cloud-composer-operators-for-ml.mp4	22.9 MB
01_06_cloud-composer-scheduling.en.srt	2.8 KB
01_06_cloud-composer-scheduling.en.txt	1.8 KB
01_06_cloud-composer-scheduling.mp4	3.2 MB
01_07_cloud-composer-triggering-workflows-with-cloud-functions.en.srt	6.3 KB
01_07_cloud-composer-triggering-workflows-with-cloud-functions.en.txt	3.9 KB
01_07_cloud-composer-triggering-workflows-with-cloud-functions.mp4	9.0 MB
01_08_cloud-composer-monitoring-and-logging.en.srt	8.2 KB
01_08_cloud-composer-monitoring-and-logging.en.txt	5.3 KB
01_08_cloud-composer-monitoring-and-logging.mp4	9.3 MB
/.../02_using-cloud-composer/
02_01_lab-intro-end-to-end-recommendation-system.en.srt	2.1 KB
02_01_lab-intro-end-to-end-recommendation-system.en.txt	1.3 KB
02_01_lab-intro-end-to-end-recommendation-system.mp4	3.2 MB
/06_summary/01_summary/
01_01_course-summary.en.srt	3.1 KB
01_01_course-summary.en.txt	2.0 KB
01_01_course-summary.mp4	5.5 MB
01_02_specialization-summary.en.srt	6.5 KB
01_02_specialization-summary.en.txt	4.0 KB
01_02_specialization-summary.mp4	11.1 MB
/.../01_course-pdf-slides/
01_01__0._Introduction.pdf	3.7 MB
01_01__1._Recommendation_Systems.pdf	3.5 MB
01_01__2._Content-based_Recommendation_Systems.pdf	3.6 MB
01_01__3._Collaborative_Filtering.pdf	5.3 MB
01_01__4._Neural_Networks_for_Recommendation_Systems.pdf	2.7 MB
01_01__5._Building_an_End-to-End_Recommendation_System.pdf	5.6 MB
01_01__6._Summary.pdf	1.9 MB
01_01__resources.html	2.2 KB
/
Torrent_downloaded_from_Demonoid.is_.txt	0.1 KB
Total files 180