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[CourseClub.Me] Coursera - Machine Learning Engineering for Production (MLOps) Specialization

1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 01 - Specialization overview.mp4 41.9 MB
2. Machine Learning Data Lifecycle in Production/machine-learning-data-lifecycle-in-production - 01 - Specialization overview.mp4 41.9 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 06 - Key challenges.mp4 26.9 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 04 - Case study speech recognition.mp4 25.5 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 39 - Diligence on feasibility and value.mp4 24.4 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 32 - Raising HLP.mp4 22.9 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 33 - Obtaining data.mp4 21.7 MB
3. Machine Learning Modeling Pipelines in Production/machine-learning-modeling-pipelines-in-production - 22 - Pruning.mp4 21.4 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 02 - Welcome.mp4 21.3 MB
2. Machine Learning Data Lifecycle in Production/machine-learning-data-lifecycle-in-production - 15 - Feature Engineering Techniques.mp4 21.3 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 17 - Skewed datastes.mp4 21.1 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 07 - Deployment patterns.mp4 21.0 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 28 - Major types of data problems.mp4 21.0 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 31 - Human level performance (HLP).mp4 19.4 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 08 - Monitoring.mp4 19.1 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 23 - Adding features.mp4 19.0 MB
2. Machine Learning Data Lifecycle in Production/machine-learning-data-lifecycle-in-production - 03 - Overview.mp4 18.9 MB
2. Machine Learning Data Lifecycle in Production/machine-learning-data-lifecycle-in-production - 17 - Preprocessing Data at Scale.mp4 18.5 MB
2. Machine Learning Data Lifecycle in Production/machine-learning-data-lifecycle-in-production - 18 - TensorFlow Transform.mp4 18.4 MB
1. Introduction to Machine Learning in Production/introduction-to-machine-learning-in-production - 21 - Data augmentation.mp4 17.2 MB

[磁力链接] 添加时间:2022-01-16 大小:1.3 GB 最近下载:2025-07-27 热度:1051

[CourseClub.Me] Coursera – Machine Learning Engineering for Production (MLOps) Specialization

4.Deploying Machine Learning Models in Production/03_week-3-model-management-and-delivery/02_mlops-methodology/02_mlops-levels-1-2.mp4 28.1 MB
1.Introduction to Machine Learning in Production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/01_key-challenges.mp4 26.9 MB
1.Introduction to Machine Learning in Production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/01_obtaining-data.mp4 21.7 MB
3.Machine Learning Modeling Pipelines in Production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/06_pruning.mp4 21.4 MB
1.Introduction to Machine Learning in Production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/04_monitoring.mp4 19.1 MB
1.Introduction to Machine Learning in Production/02_week-2-select-and-train-a-model/03_data-iteration/05_adding-features.mp4 19.0 MB
1.Introduction to Machine Learning in Production/02_week-2-select-and-train-a-model/03_data-iteration/03_data-augmentation.mp4 16.8 MB
3.Machine Learning Modeling Pipelines in Production/04_week-4-model-analysis/01_model-analysis-overview/01_model-performance-analysis.mp4 16.5 MB
4.Deploying Machine Learning Models in Production/04_week-4-model-monitoring-and-logging/03_gdpr-and-privacy/06_right-to-be-forgotten.mp4 15.8 MB
3.Machine Learning Modeling Pipelines in Production/05_week-5-interpretability/02_interpretability/02_intrinsically-interpretable-models.mp4 15.5 MB
1.Introduction to Machine Learning in Production/02_week-2-select-and-train-a-model/03_data-iteration/04_can-adding-data-hurt.mp4 15.3 MB
1.Introduction to Machine Learning in Production/03_week-3-data-definition-and-baseline/03_scoping-optional/02_scoping-process.mp4 14.1 MB
1.Introduction to Machine Learning in Production/03_week-3-data-definition-and-baseline/03_scoping-optional/04_diligence-on-value.mp4 13.8 MB
3.Machine Learning Modeling Pipelines in Production/05_week-5-interpretability/02_interpretability/01_model-interpretation-methods.mp4 13.6 MB
2.Machine Learning Data Lifecycle in Production/01_week-1-collecting-labeling-and-validating-data/03_collecting-data/01_importance-of-data.mp4 13.2 MB
3.Machine Learning Modeling Pipelines in Production/01_week-1-neural-architecture-search/03_automl/06_automl-on-the-cloud.mp4 12.4 MB
3.Machine Learning Modeling Pipelines in Production/05_week-5-interpretability/01_explainable-ai/01_explainable-ai.mp4 12.2 MB
2.Machine Learning Data Lifecycle in Production/03_week-3-data-journey-and-data-storage/03_enterprise-data-storage/01_feature-stores.mp4 11.5 MB
1.Introduction to Machine Learning in Production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/02_data-pipeline.mp4 11.2 MB
2.Machine Learning Data Lifecycle in Production/03_week-3-data-journey-and-data-storage/01_data-journey-and-data-storage/01_data-journey.mp4 11.1 MB

[磁力链接] 添加时间:2022-01-24 大小:537.9 MB 最近下载:2025-07-25 热度:2625

[ FreeCourseWeb.com ] Coursera - Machine Learning Engineering for Production (MLOps) Specialization

~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.mp4 41.9 MB
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/01_week-1-collecting-labeling-and-validating-data/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_specialization-overview.mp4 41.9 MB
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/02_mlops-levels-1-2.mp4 28.1 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/01_key-challenges.mp4 26.9 MB
~Get Your Files Here !/deploying-machine-learning-models-in-production/02_week-2-model-serving-patterns-and-infrastructure/02_scaling-infrastructure/01_scaling-infrastructure.mp4 26.2 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/03_case-study-speech-recognition.mp4 25.5 MB
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/04_week-4-model-analysis/03_continuous-evaluation-and-monitoring/01_continuous-evaluation-and-monitoring.mp4 24.7 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/03_scoping-optional/03_diligence-on-feasibility-and-value.mp4 24.4 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/07_raising-hlp.mp4 22.9 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/02_label-and-organize-data/01_obtaining-data.mp4 21.7 MB
~Get Your Files Here !/machine-learning-modeling-pipelines-in-production/02_week-2-model-resource-management-techniques/02_quantization-and-pruning/06_pruning.mp4 21.4 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/02_the-machine-learning-project-lifecycle/01_welcome.mp4 21.3 MB
~Get Your Files Here !/machine-learning-data-lifecycle-in-production/02_week-2-feature-engineering-transformation-and-selection/01_feature-engineering/03_feature-engineering-techniques.mp4 21.3 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/02_week-2-select-and-train-a-model/02_error-analysis-and-performance-auditing/03_skewed-datasets.mp4 21.1 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/03_deployment-patterns.mp4 21.0 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/03_major-types-of-data-problems.mp4 21.0 MB
~Get Your Files Here !/deploying-machine-learning-models-in-production/01_week-1-model-serving-introduction/01_a-conversation-with-andrew-ng-robert-crowe-and-laurence-moroney/01_course-overview.mp4 20.3 MB
~Get Your Files Here !/deploying-machine-learning-models-in-production/03_week-3-model-management-and-delivery/02_mlops-methodology/05_developing-components-for-an-orchestrated-workflow.mp4 20.3 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/03_week-3-data-definition-and-baseline/01_define-data-and-establish-baseline/06_human-level-performance-hlp.mp4 19.4 MB
~Get Your Files Here !/introduction-to-machine-learning-in-production/01_week-1-overview-of-the-ml-lifecycle-and-deployment/03_deployment/04_monitoring.mp4 19.1 MB

[磁力链接] 添加时间:2023-12-23 大小:2.1 GB 最近下载:2025-07-30 热度:8517