FileMood

Download [ DevCourseWeb.com ] Coursera - Practical Data Science on the AWS Cloud Specialization

DevCourseWeb com Coursera Practical Data Science on the AWS Cloud Specialization

Name

[ DevCourseWeb.com ] Coursera - Practical Data Science on the AWS Cloud Specialization

  DOWNLOAD Copy Link

Trouble downloading? see How To

Total Size

1.6 GB

Total Files

332

Last Seen

2025-04-03 00:54

Hash

D31CB1E5BD41694D9824DE3F8191686672EC29EE

/

Get Bonus Downloads Here.url

0.2 KB

/~Get Your Files Here !/

Bonus Resources.txt

0.4 KB

/.../01_a-conversation-with-andrew-ng-antje-barth-shelbee-eigenbrode-and-sireesha/

01_specialization-overview.en.srt

15.1 KB

01_specialization-overview.en.txt

8.0 KB

01_specialization-overview.mp4

35.7 MB

/.../02_introduction-to-practical-data-science/

01_welcome.en.srt

3.6 KB

01_welcome.en.txt

2.0 KB

01_welcome.mp4

15.7 MB

02_practical-data-science.en.srt

11.7 KB

02_practical-data-science.en.txt

6.2 KB

02_practical-data-science.mp4

15.9 MB

03_use-case-and-data-set.en.srt

5.6 KB

03_use-case-and-data-set.en.txt

3.6 KB

03_use-case-and-data-set.mp4

7.4 MB

/.../03_working-with-data/

01_data-ingestion-and-exploration.en.srt

15.2 KB

01_data-ingestion-and-exploration.en.txt

7.9 KB

01_data-ingestion-and-exploration.mp4

18.6 MB

02_data-visualization.en.srt

6.4 KB

02_data-visualization.en.txt

4.1 KB

02_data-visualization.mp4

9.8 MB

03_week-1-summary.en.srt

2.9 KB

03_week-1-summary.en.txt

1.5 KB

03_week-1-summary.mp4

11.8 MB

04_additional-reading-material_instructions.html

1.9 KB

/.../04_lecture-notes-optional/

01_lecture-notes-w1_instructions.html

2.4 KB

/.../01_week-1-explore-the-use-case-and-analyze-the-dataset/05_practice/

01_week-1_quiz.html

7.2 KB

02_lab-budget-exceeding-issue_instructions.html

2.7 KB

/.../01_statistical-bias-and-feature-importance/

01_introduction.en.srt

1.6 KB

01_introduction.en.txt

1.0 KB

01_introduction.mp4

11.2 MB

02_statistical-bias.en.srt

4.4 KB

02_statistical-bias.en.txt

2.3 KB

02_statistical-bias.mp4

4.9 MB

03_statistical-bias-causes.en.srt

7.2 KB

03_statistical-bias-causes.en.txt

3.9 KB

03_statistical-bias-causes.mp4

9.0 MB

04_measuring-statistical-bias.en.srt

3.9 KB

04_measuring-statistical-bias.en.txt

2.1 KB

04_measuring-statistical-bias.mp4

6.8 MB

05_detecting-statistical-bias.en.srt

1.4 KB

05_detecting-statistical-bias.en.txt

0.9 KB

05_detecting-statistical-bias.mp4

2.9 MB

06_detect-statistical-bias-with-amazon-sagemaker-clarify.en.srt

9.2 KB

06_detect-statistical-bias-with-amazon-sagemaker-clarify.en.txt

4.8 KB

06_detect-statistical-bias-with-amazon-sagemaker-clarify.mp4

12.7 MB

07_approaches-to-statistical-bias-detection.en.srt

2.1 KB

07_approaches-to-statistical-bias-detection.en.txt

1.3 KB

07_approaches-to-statistical-bias-detection.mp4

3.7 MB

08_feature-importance-shap.en.srt

13.4 KB

08_feature-importance-shap.en.txt

8.7 KB

08_feature-importance-shap.mp4

20.3 MB

09_summary.en.srt

1.9 KB

09_summary.en.txt

1.0 KB

09_summary.mp4

11.7 MB

10_additional-reading-material_clarify-measure-data-bias.html

38.5 KB

10_additional-reading-material_instructions.html

1.5 KB

/.../02_lecture-notes-optional/

01_lecture-notes-w2_instructions.html

2.4 KB

/.../02_week-2-data-bias-and-feature-importance/03_practice/

01_week-2_quiz.html

7.6 KB

/.../01_automated-machine-learning/

01_introduction.en.srt

1.7 KB

01_introduction.en.txt

1.1 KB

01_introduction.mp4

6.9 MB

02_automated-machine-learning-automl.en.srt

7.8 KB

02_automated-machine-learning-automl.en.txt

5.1 KB

02_automated-machine-learning-automl.mp4

11.4 MB

03_automl-workflow.en.srt

21.9 KB

03_automl-workflow.en.txt

14.3 KB

03_automl-workflow.mp4

29.7 MB

04_amazon-sagemaker-autopilot.en.srt

9.5 KB

04_amazon-sagemaker-autopilot.en.txt

5.1 KB

04_amazon-sagemaker-autopilot.mp4

13.3 MB

05_running-experiments-with-amazon-sagemaker-autopilot.en.srt

15.3 KB

05_running-experiments-with-amazon-sagemaker-autopilot.en.txt

8.2 KB

05_running-experiments-with-amazon-sagemaker-autopilot.mp4

17.3 MB

06_amazon-sagemaker-autopilot-evaluating-output.en.srt

4.4 KB

06_amazon-sagemaker-autopilot-evaluating-output.en.txt

2.8 KB

06_amazon-sagemaker-autopilot-evaluating-output.mp4

8.4 MB

07_amazon-sagemaker-autopilot-demo.en.srt

19.4 KB

07_amazon-sagemaker-autopilot-demo.en.txt

12.4 KB

07_amazon-sagemaker-autopilot-demo.mp4

31.6 MB

08_model-hosting.en.srt

6.7 KB

08_model-hosting.en.txt

4.4 KB

08_model-hosting.mp4

11.0 MB

09_week-3-summary.en.srt

4.2 KB

09_week-3-summary.en.txt

2.7 KB

09_week-3-summary.mp4

19.6 MB

10_additional-reading-material_instructions.html

1.3 KB

/.../02_lecture-notes-optional/

01_lecture-notes-w3_instructions.html

2.4 KB

/.../03_week-3-use-automated-machine-learning-to-train-a-text-classifier/03_practice/

01_week-3_quiz.html

6.5 KB

/.../01_built-in-algorithms/

01_introduction.en.srt

3.3 KB

01_introduction.en.txt

2.2 KB

01_introduction.mp4

19.4 MB

02_built-in-algorithms.en.srt

5.3 KB

02_built-in-algorithms.en.txt

3.4 KB

02_built-in-algorithms.mp4

7.6 MB

03_use-cases-and-algorithms.en.srt

17.5 KB

03_use-cases-and-algorithms.en.txt

9.2 KB

03_use-cases-and-algorithms.mp4

19.0 MB

04_text-analysis.en.srt

11.5 KB

04_text-analysis.en.txt

7.3 KB

04_text-analysis.mp4

16.3 MB

05_train-a-text-classifier.en.srt

4.9 KB

05_train-a-text-classifier.en.txt

2.6 KB

05_train-a-text-classifier.mp4

6.4 MB

06_deploy-the-text-classifier.en.srt

2.0 KB

06_deploy-the-text-classifier.en.txt

1.3 KB

06_deploy-the-text-classifier.mp4

2.9 MB

07_week-4-summary.en.srt

2.9 KB

07_week-4-summary.en.txt

1.9 KB

07_week-4-summary.mp4

17.1 MB

08_additional-reading-material_1301.3781.pdf

228.7 KB

08_additional-reading-material_1607.04606v2.pdf

2.4 MB

08_additional-reading-material_1706.03762

47.0 KB

08_additional-reading-material_1802.05365v2.pdf

425.9 KB

08_additional-reading-material_1810.04805

45.6 KB

08_additional-reading-material_3146347.3146354

694.2 KB

08_additional-reading-material_algos.html

40.1 KB

08_additional-reading-material_blazingtext.html

34.6 KB

08_additional-reading-material_instructions.html

2.6 KB

08_additional-reading-material_language_understanding_paper.pdf

541.0 KB

/.../02_lecture-notes-optional/

01_lecture-notes-w4_instructions.html

2.4 KB

/.../03_end-of-access-to-lab-notebooks/

01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html

2.3 KB

/.../04_week-4-built-in-algorithms/04_practice/

01_week-4_quiz.html

6.9 KB

/.../05_course-resources/

01_course-1-optional-references_1301.3781.pdf

228.7 KB

01_course-1-optional-references_1607.04606v2.pdf

2.4 MB

01_course-1-optional-references_1706.03762

47.0 KB

01_course-1-optional-references_1802.05365v2.pdf

425.9 KB

01_course-1-optional-references_1810.04805

45.6 KB

01_course-1-optional-references_3146347.3146354

694.2 KB

01_course-1-optional-references_algos.html

40.1 KB

01_course-1-optional-references_blazingtext.html

34.6 KB

01_course-1-optional-references_clarify-measure-data-bias.html

38.5 KB

01_course-1-optional-references_instructions.html

4.3 KB

01_course-1-optional-references_language_understanding_paper.pdf

541.0 KB

/.../04_week-4-built-in-algorithms/06_acknowledgements/

01_acknowledgements_instructions.html

3.6 KB

/.../01_sagemaker-studio-ui-resource/

01__CD3O_Course_Feedback_V01_Final.mp4

141.6 MB

01__resources.html

3.7 KB

/.../01_a-conversation-with-andrew-ng-antje-barth-shelbee-eigenbrode-and-sireesha/

01_course-3-overview.en.srt

8.8 KB

01_course-3-overview.en.txt

4.7 KB

01_course-3-overview.mp4

23.5 MB

/.../02_advanced-model-training-and-tuning/

01_week-1-outline.en.srt

2.7 KB

01_week-1-outline.en.txt

1.8 KB

01_week-1-outline.mp4

15.1 MB

02_advanced-model-training-and-tuning.en.srt

13.9 KB

02_advanced-model-training-and-tuning.en.txt

7.4 KB

02_advanced-model-training-and-tuning.mp4

16.9 MB

03_tune-a-bert-based-text-classifier.en.srt

19.6 KB

03_tune-a-bert-based-text-classifier.en.txt

10.3 KB

03_tune-a-bert-based-text-classifier.mp4

23.8 MB

/.../01_week-1-advanced-model-training-tuning-and-evaluation/03_practice/

01_lab-budget-exceeding-issue_instructions.html

2.7 KB

/.../04_ml-model-training-challenges/

01_checkpointing.en.srt

7.4 KB

01_checkpointing.en.txt

3.9 KB

01_checkpointing.mp4

9.6 MB

02_distributed-training-strategies.en.srt

7.6 KB

02_distributed-training-strategies.en.txt

4.8 KB

02_distributed-training-strategies.mp4

11.9 MB

03_custom-algorithms-with-amazon-sagemaker.en.srt

6.6 KB

03_custom-algorithms-with-amazon-sagemaker.en.txt

3.6 KB

03_custom-algorithms-with-amazon-sagemaker.mp4

12.2 MB

04_week-1-summary.en.srt

2.0 KB

04_week-1-summary.en.txt

1.1 KB

04_week-1-summary.mp4

9.6 MB

/.../05_lecture-notes-optional/

01_lecture-notes-w1_instructions.html

2.4 KB

/.../01_model-deployment-and-integration/

01_week-2-outline.en.srt

3.2 KB

01_week-2-outline.en.txt

1.8 KB

01_week-2-outline.mp4

13.3 MB

02_model-deployment-overview.en.srt

12.4 KB

02_model-deployment-overview.en.txt

8.0 KB

02_model-deployment-overview.mp4

13.5 MB

03_model-deployment-strategies.en.srt

19.2 KB

03_model-deployment-strategies.en.txt

10.2 KB

03_model-deployment-strategies.mp4

19.7 MB

04_amazon-sagemaker-hosting-real-time-inference.en.srt

25.8 KB

04_amazon-sagemaker-hosting-real-time-inference.en.txt

13.7 KB

04_amazon-sagemaker-hosting-real-time-inference.mp4

28.1 MB

05_amazon-sagemaker-real-time-inference-production-variants.en.srt

10.7 KB

05_amazon-sagemaker-real-time-inference-production-variants.en.txt

5.6 KB

05_amazon-sagemaker-real-time-inference-production-variants.mp4

11.0 MB

06_amazon-sagemaker-batch-transform-batch-inference.en.srt

5.8 KB

06_amazon-sagemaker-batch-transform-batch-inference.en.txt

3.2 KB

06_amazon-sagemaker-batch-transform-batch-inference.mp4

6.2 MB

/.../02_model-integration-and-monitoring/

01_model-integration.en.srt

6.4 KB

01_model-integration.en.txt

3.4 KB

01_model-integration.mp4

7.3 MB

02_monitoring-ml-workloads.en.srt

10.4 KB

02_monitoring-ml-workloads.en.txt

6.6 KB

02_monitoring-ml-workloads.mp4

12.9 MB

03_model-monitoring-using-amazon-sagemaker-model-monitor.en.srt

8.1 KB

03_model-monitoring-using-amazon-sagemaker-model-monitor.en.txt

5.2 KB

03_model-monitoring-using-amazon-sagemaker-model-monitor.mp4

12.1 MB

04_week-2-summary.en.srt

5.2 KB

04_week-2-summary.en.txt

2.8 KB

04_week-2-summary.mp4

22.7 MB

/.../03_lecture-notes-optional/

01_lecture-notes-w2_instructions.html

2.4 KB

/.../01_data-labeling/

01_week-3-outline.en.srt

2.6 KB

01_week-3-outline.en.txt

1.7 KB

01_week-3-outline.mp4

5.4 MB

02_data-labeling.en.srt

9.5 KB

02_data-labeling.en.txt

6.0 KB

02_data-labeling.mp4

13.9 MB

03_data-labeling-with-amazon-sagemaker-ground-truth.en.srt

15.9 KB

03_data-labeling-with-amazon-sagemaker-ground-truth.en.txt

8.4 KB

03_data-labeling-with-amazon-sagemaker-ground-truth.mp4

21.9 MB

04_data-labeling-best-practices.en.srt

11.7 KB

04_data-labeling-best-practices.en.txt

6.1 KB

04_data-labeling-best-practices.mp4

13.4 MB

/.../02_human-in-the-loop-pipelines/

01_human-in-the-loop-pipelines.en.srt

5.1 KB

01_human-in-the-loop-pipelines.en.txt

2.7 KB

01_human-in-the-loop-pipelines.mp4

8.1 MB

02_human-in-the-loop-pipelines-with-amazon-augmented-ai-amazon-a2i.en.srt

12.5 KB

02_human-in-the-loop-pipelines-with-amazon-augmented-ai-amazon-a2i.en.txt

6.6 KB

02_human-in-the-loop-pipelines-with-amazon-augmented-ai-amazon-a2i.mp4

14.7 MB

03_week-3-summary.en.srt

2.4 KB

03_week-3-summary.en.txt

1.5 KB

03_week-3-summary.mp4

13.0 MB

/.../03_lecture-notes-optional/

01_lecture-notes-w3_instructions.html

2.4 KB

/.../04_end-of-access-to-lab-notebooks/

01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html

2.3 KB

/.../05_course-resources/

01_course-3-optional-references_1206.2944.pdf

595.6 KB

01_course-3-optional-references_1603.06560.pdf

1.8 MB

01_course-3-optional-references_2012.08489.pdf

816.5 KB

01_course-3-optional-references_a2i-getting-started.html

13.3 KB

01_course-3-optional-references_endpoint-auto-scaling.html

13.4 KB

01_course-3-optional-references_how-it-works-batch.html

1.1 KB

01_course-3-optional-references_inference-pipelines.html

17.3 KB

01_course-3-optional-references_instructions.html

4.0 KB

01_course-3-optional-references_model-ab-testing.html

30.3 KB

01_course-3-optional-references_model-monitor.html

21.5 KB

01_course-3-optional-references_sms.html

17.4 KB

01_course-3-optional-references_towards-automated-data-quality-management-for-machine-learning.pdf

853.9 KB

/.../03_week-3-data-labeling-and-human-in-the-loop-pipelines/06_acknowledgements/

01_acknowledgements_instructions.html

3.6 KB

02_optional-opportunity-to-mentor-other-learners_instructions.html

1.7 KB

/.../01_learning-the-aws-cloud/

01__CD3O_Course_Feedback_V01_Final.mp4

141.6 MB

01__resources.html

3.6 KB

/.../01_a-conversation-with-andrew-ng-antje-barth-shelbee-eigenbrode-and-sireesha/

01_course-2-overview.en.srt

6.4 KB

01_course-2-overview.en.txt

4.2 KB

01_course-2-overview.mp4

16.5 MB

/.../02_feature-engineering/

01_week-1-outline.en.srt

1.9 KB

01_week-1-outline.en.txt

1.2 KB

01_week-1-outline.mp4

11.8 MB

02_introduction-to-feature-engineering.en.srt

1.9 KB

02_introduction-to-feature-engineering.en.txt

1.3 KB

02_introduction-to-feature-engineering.mp4

4.4 MB

03_feature-engineering-steps.en.srt

8.1 KB

03_feature-engineering-steps.en.txt

4.3 KB

03_feature-engineering-steps.mp4

10.8 MB

04_feature-engineering-pipeline.en.srt

3.7 KB

04_feature-engineering-pipeline.en.txt

2.4 KB

04_feature-engineering-pipeline.mp4

8.0 MB

/.../03_bert-and-feature-engineering-at-scale/

01_bert-bidirectional-encoder-representations-from-transformers.en.srt

6.2 KB

01_bert-bidirectional-encoder-representations-from-transformers.en.txt

3.3 KB

01_bert-bidirectional-encoder-representations-from-transformers.mp4

10.4 MB

02_bert-example.en.srt

4.8 KB

02_bert-example.en.txt

3.1 KB

02_bert-example.mp4

7.8 MB

03_feature-engineering-at-scale-with-amazon-sagemaker-processing-jobs.en.srt

7.9 KB

03_feature-engineering-at-scale-with-amazon-sagemaker-processing-jobs.en.txt

5.0 KB

03_feature-engineering-at-scale-with-amazon-sagemaker-processing-jobs.mp4

14.0 MB

/.../04_feature-store/

01_feature-store.en.srt

3.5 KB

01_feature-store.en.txt

2.2 KB

01_feature-store.mp4

9.2 MB

02_amazon-sagemaker-feature-store.en.srt

8.2 KB

02_amazon-sagemaker-feature-store.en.txt

4.4 KB

02_amazon-sagemaker-feature-store.mp4

13.3 MB

03_week-1-summary.en.srt

1.4 KB

03_week-1-summary.en.txt

0.9 KB

03_week-1-summary.mp4

10.0 MB

04_week-1-optional-references_1907.11692

45.6 KB

04_week-1-optional-references_instructions.html

1.6 KB

/.../05_lecture-notes-optional/

01_lecture-notes-w1_instructions.html

2.4 KB

/.../01_week-1-feature-engineering-and-feature-store/06_practice/

01_lab-budget-exceeding-issue_instructions.html

2.7 KB

/.../01_training-of-a-custom-model/

01_week-2-introduction.en.srt

3.4 KB

01_week-2-introduction.en.txt

1.8 KB

01_week-2-introduction.mp4

17.0 MB

02_train-and-debug-a-custom-machine-learning-model.en.srt

4.3 KB

02_train-and-debug-a-custom-machine-learning-model.en.txt

2.8 KB

02_train-and-debug-a-custom-machine-learning-model.mp4

10.2 MB

03_pre-trained-models.en.srt

8.4 KB

03_pre-trained-models.en.txt

5.4 KB

03_pre-trained-models.mp4

15.2 MB

04_pre-trained-bert-models.en.srt

5.6 KB

04_pre-trained-bert-models.en.txt

3.0 KB

04_pre-trained-bert-models.mp4

6.6 MB

/.../02_training-of-a-custom-model-with-amazon-sagemaker/

01_train-a-custom-model-with-amazon-sagemaker.en.srt

10.7 KB

01_train-a-custom-model-with-amazon-sagemaker.en.txt

6.9 KB

01_train-a-custom-model-with-amazon-sagemaker.mp4

15.6 MB

02_debug-and-profile-models.en.srt

5.1 KB

02_debug-and-profile-models.en.txt

3.3 KB

02_debug-and-profile-models.mp4

8.6 MB

03_debug-and-profile-models-with-amazon-sagemaker-debugger.en.srt

9.0 KB

03_debug-and-profile-models-with-amazon-sagemaker-debugger.en.txt

5.7 KB

03_debug-and-profile-models-with-amazon-sagemaker-debugger.mp4

15.0 MB

04_week-2-summary.en.srt

3.1 KB

04_week-2-summary.en.txt

1.7 KB

04_week-2-summary.mp4

14.4 MB

05_week-2-optional-references_1907.11692

45.6 KB

05_week-2-optional-references_how-it-works-training.html

19.0 KB

05_week-2-optional-references_instructions.html

2.7 KB

05_week-2-optional-references_train-debugger.html

17.5 KB

/.../03_lecture-notes-optional/

01_lecture-notes-w2_instructions.html

2.4 KB

/.../01_machine-learning-operations-mlops-and-pipelines/

01_week-3-outline.en.srt

4.1 KB

01_week-3-outline.en.txt

2.2 KB

01_week-3-outline.mp4

18.4 MB

02_machine-learning-operations-mlops-overview.en.srt

28.7 KB

02_machine-learning-operations-mlops-overview.en.txt

15.2 KB

02_machine-learning-operations-mlops-overview.mp4

26.7 MB

03_creating-machine-learning-pipelines.en.srt

16.9 KB

03_creating-machine-learning-pipelines.en.txt

10.9 KB

03_creating-machine-learning-pipelines.mp4

19.6 MB

04_model-lineage-artifact-tracking.en.srt

10.1 KB

04_model-lineage-artifact-tracking.en.txt

5.3 KB

04_model-lineage-artifact-tracking.mp4

12.9 MB

/.../02_machine-learning-pipelines-with-amazon-sagemaker/

01_machine-learning-pipelines-with-amazon-sagemaker-pipelines.en.srt

35.5 KB

01_machine-learning-pipelines-with-amazon-sagemaker-pipelines.en.txt

18.8 KB

01_machine-learning-pipelines-with-amazon-sagemaker-pipelines.mp4

40.0 MB

02_machine-learning-pipelines-with-amazon-sagemaker-projects.en.srt

3.1 KB

02_machine-learning-pipelines-with-amazon-sagemaker-projects.en.txt

2.0 KB

02_machine-learning-pipelines-with-amazon-sagemaker-projects.mp4

9.1 MB

03_amazon-sagemaker-projects-demo.en.srt

9.3 KB

03_amazon-sagemaker-projects-demo.en.txt

5.0 KB

03_amazon-sagemaker-projects-demo.mp4

10.4 MB

04_week-3-summary.en.srt

3.8 KB

04_week-3-summary.en.txt

2.4 KB

04_week-3-summary.mp4

20.9 MB

05_week-3-optional-references_instructions.html

1.3 KB

/.../03_lecture-notes-optional/

01_lecture-notes-w3_instructions.html

2.4 KB

/.../04_end-of-access-to-lab-notebooks/

01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html

2.3 KB

/.../05_course-resources/

01_course-2-optional-references_1907.11692

45.6 KB

01_course-2-optional-references_how-it-works-training.html

19.0 KB

01_course-2-optional-references_instructions.html

3.5 KB

01_course-2-optional-references_train-debugger.html

17.5 KB

/.../03_week-3-deploy-end-to-end-machine-learning-pipelines/06_acknowledgements/

01_acknowledgements_instructions.html

3.7 KB

/.../01_learning-the-aws-cloud/

01__CD3O_Course_Feedback_V01_Final.mp4

141.6 MB

01__resources.html

3.5 KB

 

Total files 332


Copyright © 2025 FileMood.com