Coursera - Practical Data Science On The AWS Cloud Specialization
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[ DevCourseWeb.com ] Coursera - Practical Data Science on the AWS Cloud Specialization
If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com
Last updated 1/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 85 Lessons ( 7h 42m ) | Size: 1.5 GB
Become a cloud data science expert. Develop and scale your data science projects into the cloud using Amazon SageMaker
What you'll learn
Prepare data, detect statistical data biases, perform feature engineering at scale to train models, & train, evaluate, & tune models with AutoML
Store & manage ML features using a feature store, & debug, profile, tune, & evaluate models while tracking data lineage and model artifacts
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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 | ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/01_a-conversation-with-andrew-ng-antje-barth-shelbee-eigenbrode-and-sireesha/01_specialization-overview.mp4 | 34.1 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/01_welcome.en.srt | 3.6 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/01_welcome.en.txt | 1.9 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/01_welcome.mp4 | 15 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/02_practical-data-science.en.srt | 11.5 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/02_practical-data-science.en.txt | 6.1 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/02_practical-data-science.mp4 | 15.2 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/03_use-case-and-data-set.en.srt | 5.4 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/03_use-case-and-data-set.en.txt | 3.5 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/02_introduction-to-practical-data-science/03_use-case-and-data-set.mp4 | 7.1 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/01_data-ingestion-and-exploration.en.srt | 14.8 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/01_data-ingestion-and-exploration.en.txt | 7.7 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/01_data-ingestion-and-exploration.mp4 | 17.8 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/02_data-visualization.mp4 | 9.3 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/03_week-1-summary.en.txt | 1.5 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/03_working-with-data/03_week-1-summary.mp4 | 11.3 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/01_week-1-explore-the-use-case-and-analyze-the-dataset/04_lecture-notes-optional/01_lecture-notes-w1_instructions.html | 2.4 KB |
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| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/03_statistical-bias-causes.en.srt | 7 KB |
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| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/03_statistical-bias-causes.mp4 | 8.6 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/04_measuring-statistical-bias.mp4 | 6.5 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/05_detecting-statistical-bias.mp4 | 2.8 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/06_detect-statistical-bias-with-amazon-sagemaker-clarify.en.srt | 9 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/06_detect-statistical-bias-with-amazon-sagemaker-clarify.en.txt | 4.7 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/06_detect-statistical-bias-with-amazon-sagemaker-clarify.mp4 | 12.1 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/07_approaches-to-statistical-bias-detection.en.srt | 2.1 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/07_approaches-to-statistical-bias-detection.en.txt | 1.3 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/07_approaches-to-statistical-bias-detection.mp4 | 3.5 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/08_feature-importance-shap.en.txt | 8.5 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/08_feature-importance-shap.mp4 | 19.4 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/02_week-2-data-bias-and-feature-importance/01_statistical-bias-and-feature-importance/10_additional-reading-material_clarify-measure-data-bias.html | 37.6 KB |
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| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/03_automl-workflow.en.srt | 21.4 KB |
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| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/03_automl-workflow.mp4 | 28.3 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/04_amazon-sagemaker-autopilot.en.srt | 9.3 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/04_amazon-sagemaker-autopilot.en.txt | 5 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/04_amazon-sagemaker-autopilot.mp4 | 12.7 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/05_running-experiments-with-amazon-sagemaker-autopilot.en.srt | 15 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/05_running-experiments-with-amazon-sagemaker-autopilot.en.txt | 8 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/05_running-experiments-with-amazon-sagemaker-autopilot.mp4 | 16.5 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/06_amazon-sagemaker-autopilot-evaluating-output.en.srt | 4.3 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/06_amazon-sagemaker-autopilot-evaluating-output.en.txt | 2.7 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/06_amazon-sagemaker-autopilot-evaluating-output.mp4 | 8 MB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/07_amazon-sagemaker-autopilot-demo.en.srt | 19 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/07_amazon-sagemaker-autopilot-demo.en.txt | 12.1 KB |
| ~Get Your Files Here !/automl-datasets-ml-models/03_week-3-use-automated-machine-learning-to-train-a-text-classifier/01_automated-machine-learning/07_amazon-sagemaker-autopilot-demo.mp4 | 30.1 MB |
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| ~Get Your Files Here !/automl-datasets-ml-models/04_week-4-built-in-algorithms/01_built-in-algorithms/04_text-analysis.en.txt | 7.1 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 B |
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