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[CourseClub.Me] Coursera – Practical Data Science Specialization
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[CourseClub.Me] Coursera – Practical Data Science Specialization
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文件列表
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/03_automl-workflow.mp4
29.7 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/04_amazon-sagemaker-hosting-real-time-inference.mp4
28.1 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/03_tune-a-bert-based-text-classifier.mp4
23.8 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/04_week-2-summary.mp4
22.7 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/03_data-labeling-with-amazon-sagemaker-ground-truth.mp4
21.9 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/03_model-deployment-strategies.mp4
19.7 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/09_week-3-summary.mp4
19.6 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/01_introduction.mp4
19.4 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/03_use-cases-and-algorithms.mp4
19.0 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/07_week-4-summary.mp4
17.1 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/02_advanced-model-training-and-tuning.mp4
16.9 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/04_text-analysis.mp4
16.3 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/01_week-1-outline.mp4
15.1 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/02_data-labeling.mp4
13.9 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/02_model-deployment-overview.mp4
13.5 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/04_data-labeling-best-practices.mp4
13.4 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/02_amazon-sagemaker-feature-store.mp4
13.3 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/01_week-2-outline.mp4
13.3 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/04_amazon-sagemaker-autopilot.mp4
13.3 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/02_human-in-the-loop-pipelines/03_week-3-summary.mp4
13.0 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/02_monitoring-ml-workloads.mp4
12.9 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/03_custom-algorithms-with-amazon-sagemaker.mp4
12.2 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/02_distributed-training-strategies.mp4
11.9 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/03_week-1-summary.mp4
11.8 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/02_feature-engineering/01_week-1-outline.mp4
11.8 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/09_summary.mp4
11.7 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/01_introduction.mp4
11.2 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/08_model-hosting.mp4
11.0 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/02_feature-engineering/03_feature-engineering-steps.mp4
10.8 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/03_week-1-summary.mp4
10.0 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/02_data-visualization.mp4
9.8 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/04_week-1-summary.mp4
9.6 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/01_checkpointing.mp4
9.6 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/01_feature-store.mp4
9.2 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/02_human-in-the-loop-pipelines/01_human-in-the-loop-pipelines.mp4
8.1 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/02_feature-engineering/04_feature-engineering-pipeline.mp4
8.0 MB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/03_bert-and-feature-engineering-at-scale/02_bert-example.mp4
7.8 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/02_built-in-algorithms.mp4
7.6 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/01_model-integration.mp4
7.3 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/01_introduction.mp4
6.9 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/05_train-a-text-classifier.mp4
6.4 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/01_week-3-outline.mp4
5.4 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/06_deploy-the-text-classifier.mp4
2.9 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_1607.04606v2.pdf
2.4 MB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_1607.04606v2.pdf
2.4 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_1603.06560.pdf
1.8 MB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_2012.08489.pdf
816.5 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_3146347.3146354
646.8 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_3146347.3146354
646.8 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_1206.2944.pdf
595.6 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_1802.05365v2.pdf
425.9 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_1802.05365v2.pdf
425.9 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_1301.3781.pdf
228.7 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_1301.3781.pdf
228.7 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_1706.03762
44.7 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_1706.03762
44.7 kB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/04_week-1-optional-references_1907.11692
43.6 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_1810.04805
43.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_1810.04805
43.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_blazingtext.html
31.3 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_blazingtext.html
31.3 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/08_additional-reading-material_algos.html
29.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_algos.html
29.4 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_model-ab-testing.html
25.8 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/03_automl-workflow.en.srt
21.9 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/03_tune-a-bert-based-text-classifier.en.srt
19.6 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/03_model-deployment-strategies.en.srt
19.2 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/03_use-cases-and-algorithms.en.srt
17.5 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_model-monitor.html
16.2 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/03_data-labeling-with-amazon-sagemaker-ground-truth.en.srt
15.9 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/03_automl-workflow.en.txt
14.3 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/02_advanced-model-training-and-tuning.en.srt
13.9 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_sms.html
13.8 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_inference-pipelines.html
12.7 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/02_model-deployment-overview.en.srt
12.4 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/04_data-labeling-best-practices.en.srt
11.7 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/04_text-analysis.en.srt
11.5 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/02_monitoring-ml-workloads.en.srt
10.4 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/03_tune-a-bert-based-text-classifier.en.txt
10.3 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/03_model-deployment-strategies.en.txt
10.2 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/02_data-labeling.en.srt
9.5 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/03_use-cases-and-algorithms.en.txt
9.2 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_a2i-getting-started.html
9.1 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_endpoint-auto-scaling.html
9.0 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/03_data-labeling-with-amazon-sagemaker-ground-truth.en.txt
8.4 kB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/02_amazon-sagemaker-feature-store.en.srt
8.2 kB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/02_feature-engineering/03_feature-engineering-steps.en.srt
8.1 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/02_model-deployment-overview.en.txt
8.0 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/02_distributed-training-strategies.en.srt
7.6 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/01_checkpointing.en.srt
7.4 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/02_advanced-model-training-and-tuning/02_advanced-model-training-and-tuning.en.txt
7.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/04_text-analysis.en.txt
7.3 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/08_model-hosting.en.srt
6.7 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/03_custom-algorithms-with-amazon-sagemaker.en.srt
6.6 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/02_monitoring-ml-workloads.en.txt
6.6 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/02_data-visualization.en.srt
6.4 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/01_model-integration.en.srt
6.4 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/04_data-labeling-best-practices.en.txt
6.1 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/01_data-labeling/02_data-labeling.en.txt
6.0 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/02_built-in-algorithms.en.srt
5.3 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/04_week-2-summary.en.srt
5.2 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/02_human-in-the-loop-pipelines/01_human-in-the-loop-pipelines.en.srt
5.1 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/05_train-a-text-classifier.en.srt
4.9 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/02_distributed-training-strategies.en.txt
4.8 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/08_model-hosting.en.txt
4.4 kB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/02_amazon-sagemaker-feature-store.en.txt
4.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/02_course-resources/01_course-1-optional-references_instructions.html
4.3 kB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/02_feature-engineering/03_feature-engineering-steps.en.txt
4.3 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/03_week-3-use-automated-machine-learning-to/01_automated-machine-learning/09_week-3-summary.en.srt
4.2 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/02_data-visualization.en.txt
4.1 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/03_course-resources/01_course-3-optional-references_instructions.html
4.0 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/01_checkpointing.en.txt
3.9 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/01_week-1/03_ml-model-training-challenges/03_custom-algorithms-with-amazon-sagemaker.en.txt
3.6 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/03_week-3/04_acknowledgements/01_acknowledgements_instructions.html
3.6 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/03_acknowledgements/01_acknowledgements_instructions.html
3.6 kB
Coursera - Build, Train, and Deploy ML Pipelines using BERT/01_week-1-feature-engineering-and-feature-store/04_feature-store/01_feature-store.en.srt
3.5 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/02_model-integration-and-monitoring/01_model-integration.en.txt
3.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/02_built-in-algorithms.en.txt
3.4 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/04_week-4-built-in-algorithms/01_built-in-algorithms/01_introduction.en.srt
3.3 kB
Coursera - Optimize ML Models and Deploy Human-in-the-Loop Pipelines/02_week-2/01_model-deployment-and-integration/01_week-2-outline.en.srt
3.2 kB
Coursera - Analyze Datasets and Train ML Models using AutoML/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/03_week-1-summary.en.srt
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