Coursera - Machine Learning Data Lifecycle in Production

Files Included :

01 specialization-overview.mp4 (42.68 MB)
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02 course-overview.mp4 (15.11 MB)
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01 overview.mp4 (17.81 MB)
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02 ml-pipelines.mp4 (10.51 MB)
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01 importance-of-data.mp4 (13.12 MB)
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02 example-application-suggesting-runs.mp4 (11.28 MB)
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03 responsible-data-security-privacy-fairness.mp4 (15.17 MB)
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01 case-study-degraded-model-performance.mp4 (15.66 MB)
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02 data-and-concept-change-in-production-ml.mp4 (8.3 MB)
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03 process-feedback-and-human-labeling.mp4 (14.92 MB)
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01 detecting-data-issues.mp4 (12.22 MB)
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02 tensorflow-data-validation.mp4 (8.35 MB)
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01 introduction-to-preprocessing.mp4 (10.22 MB)
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02 preprocessing-operations.mp4 (12.1 MB)
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03 feature-engineering-techniques.mp4 (20.75 MB)
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04 feature-crosses.mp4 (5.38 MB)
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01 preprocessing-data-at-scale.mp4 (17.41 MB)
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02 tensorflow-transform.mp4 (17.81 MB)
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03 hello-world-with-tf-transform.mp4 (10.17 MB)
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01 feature-spaces.mp4 (6.54 MB)
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02 feature-selection.mp4 (5.85 MB)
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03 filter-methods.mp4 (8.2 MB)
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04 wrapper-methods.mp4 (6.94 MB)
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05 embedded-methods.mp4 (7.29 MB)
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01 data-journey.mp4 (10.98 MB)
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02 introduction-to-ml-metadata.mp4 (13.63 MB)
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03 ml-metadata-in-action.mp4 (6.25 MB)
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01 schema-development.mp4 (6.19 MB)
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02 schema-environments.mp4 (5.13 MB)
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01 feature-stores.mp4 (11.08 MB)
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02 data-warehouse.mp4 (6.12 MB)
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03 data-lakes.mp4 (5.04 MB)
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01 semi-supervised-learning.mp4 (6.72 MB)
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02 active-learning.mp4 (6.07 MB)
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03 weak-supervision.mp4 (6.96 MB)
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01 data-augmentation.mp4 (6.25 MB)
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01 time-series.mp4 (12.07 MB)
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02 sensors-and-signals.mp4 (4.38 MB)
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