[ FreeCourseWeb.com ] Learn to Build Machine Learning Systems - That Don't Suck

Creation Time	May 11, 2025, 4:32 a.m.
Last Access Time	July 10, 2025, 7:31 a.m.
File Size	5.0 GB
Keywords	Don That - t Machine to FreeCourseWeb Build Learning Learn Suck com Systems
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~Get Your Files Here !/018 - Session 3 - Splitting and Transforming the Data.mp4 403.5 MB
~Get Your Files Here !/016 - Session 1 - Introduction and Initial Setup.mp4 322.9 MB
~Get Your Files Here !/005 - Lesson 5 - The Training Pipeline.mp4 303.3 MB
~Get Your Files Here !/019 - Session 4 - Training the Model.mp4 281.5 MB
~Get Your Files Here !/027 - Session 12 - Deploying From the Pipeline.mp4 230.2 MB
~Get Your Files Here !/006 - Lesson 6 - Building a Custom Inference Process.mp4 187.6 MB
~Get Your Files Here !/011 - Lesson 11 - Production Pipelines in Amazon Web Services.mp4 180.8 MB
~Get Your Files Here !/008 - Lesson 8 - The Endpoint Pipeline.mp4 170.3 MB
~Get Your Files Here !/020 - Session 5 - Custom Training Container.mp4 168.0 MB
~Get Your Files Here !/004 - Lesson 4 - Training the Model.mp4 161.9 MB
~Get Your Files Here !/029 - Session 14 - Building an Inference Pipeline.mp4 159.4 MB
~Get Your Files Here !/022 - Session 7 - Evaluating the Model.mp4 156.1 MB
~Get Your Files Here !/015 - Lesson 15 - Running Pipelines Remotely.mp4 152.6 MB
~Get Your Files Here !/017 - Session 2 - Exploratory Data Analysis.mp4 145.5 MB
~Get Your Files Here !/003 - Lesson 3 - Introduction to Metaflow.mp4 132.3 MB
~Get Your Files Here !/033 - Session 18 - Data Monitoring.mp4 130.0 MB
~Get Your Files Here !/002 - Lesson 2 - Preparing Your Local Environment.mp4 128.3 MB
~Get Your Files Here !/001 - Lesson 1 - Getting Started.mp4 122.6 MB
~Get Your Files Here !/010 - Lesson 10 - The Monitoring Pipeline.mp4 122.6 MB
~Get Your Files Here !/021 - Session 6 - Tuning the Model.mp4 121.5 MB
~Get Your Files Here !/007 - Lesson 7 - Deploying The Model.mp4 118.2 MB
~Get Your Files Here !/013 - Lesson 13 - The Deployment Pipeline.mp4 116.8 MB
~Get Your Files Here !/030 - Session 15 - Custom Inference Script.mp4 114.3 MB
~Get Your Files Here !/012 - Lesson 12 - Deploying the Model to SageMaker.mp4 107.6 MB
~Get Your Files Here !/032 - Session 17 - Model Quality Baseline.mp4 102.8 MB
~Get Your Files Here !/031 - Session 16 - Data Quality Baseline.mp4 102.2 MB
~Get Your Files Here !/025 - Session 10 - Serving the Model.mp4 88.7 MB
~Get Your Files Here !/026 - Session 11 - Deploying the Model.mp4 86.8 MB
~Get Your Files Here !/009 - Lesson 9 - Monitoring The Model.mp4 85.2 MB
~Get Your Files Here !/023 - Session 8 - Registering the Model.mp4 77.4 MB
~Get Your Files Here !/028 - Session 13 - Deploying From an Event.mp4 75.6 MB
~Get Your Files Here !/034 - Session 19 - Model Monitoring.mp4 73.2 MB
~Get Your Files Here !/035 - Session 20 - Shadow Deployments.mp4 65.7 MB
~Get Your Files Here !/024 - Session 9 - Conditional Registration.mp4 64.3 MB
~Get Your Files Here !/014 - Lesson 14 - Monitoring the SageMaker Endpoint.mp4 46.2 MB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/penguins.png 2.8 MB
~Get Your Files Here !/ml.school-cohort-16/images/penguins.png 2.8 MB
~Get Your Files Here !/sagemaker/images/penguins.png 2.8 MB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck.html 975.8 KB
~Get Your Files Here !/ml.school-cohort-16/images/architecture.png 655.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (24).html 521.9 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (23).html 521.2 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (28).html 520.8 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (25).html 520.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (16).html 519.7 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (20).html 518.2 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (27).html 517.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (19).html 515.6 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (33).html 514.2 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (29).html 513.7 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (32).html 513.4 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (18).html 512.9 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (21).html 512.9 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (17).html 512.6 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (31).html 512.1 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (22).html 511.1 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (26).html 509.0 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (35).html 504.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (34).html 504.2 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (30).html 502.9 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/diagram.png 488.6 KB
~Get Your Files Here !/sagemaker/images/diagram.png 488.6 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (1).html 480.4 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (2).html 478.1 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (4).html 477.4 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (6).html 474.6 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (7).html 474.0 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (14).html 472.8 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (9).html 472.7 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (12).html 472.0 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (11).html 471.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (10).html 470.9 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (8).html 470.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (15).html 470.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (13).html 466.8 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/cohort.ipynb 463.3 KB
~Get Your Files Here !/sagemaker/cohort.ipynb 463.3 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (3).html 444.5 KB
~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (5).html 442.7 KB
~Get Your Files Here !/ml.school-cohort-16/images/training.png 411.6 KB
~Get Your Files Here !/ml.school-cohort-16/images/monitoring.png 377.1 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/training-job.png 297.0 KB
~Get Your Files Here !/sagemaker/images/training-job.png 297.0 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/processing-job.png 294.7 KB
~Get Your Files Here !/sagemaker/images/processing-job.png 294.7 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/culmen.jpeg 268.8 KB
~Get Your Files Here !/sagemaker/images/culmen.jpeg 268.8 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/shadow-deployment.png 245.2 KB
~Get Your Files Here !/sagemaker/images/shadow-deployment.png 245.2 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/inference-pipeline.png 243.6 KB
~Get Your Files Here !/sagemaker/images/inference-pipeline.png 243.6 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/model-quality-baseline.png 231.6 KB
~Get Your Files Here !/sagemaker/images/model-quality-baseline.png 231.6 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploy-step.png 225.0 KB
~Get Your Files Here !/sagemaker/images/deploy-step.png 225.0 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/condition-step.png 222.9 KB
~Get Your Files Here !/sagemaker/images/condition-step.png 222.9 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploying-flask.png 219.2 KB
~Get Your Files Here !/sagemaker/images/deploying-flask.png 219.2 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/tuning-job.png 211.0 KB
~Get Your Files Here !/sagemaker/images/tuning-job.png 211.0 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/registration-step.png 186.4 KB
~Get Your Files Here !/sagemaker/images/registration-step.png 186.4 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/processing-step.png 185.9 KB
~Get Your Files Here !/sagemaker/images/processing-step.png 185.9 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploying-model.png 184.3 KB
~Get Your Files Here !/sagemaker/images/deploying-model.png 184.3 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploying-from-event.png 171.4 KB
~Get Your Files Here !/sagemaker/images/deploying-from-event.png 171.4 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/evaluation-step.png 167.1 KB
~Get Your Files Here !/sagemaker/images/evaluation-step.png 167.1 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/tuning-step.png 166.9 KB
~Get Your Files Here !/sagemaker/images/tuning-step.png 166.9 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/basic-model.png 165.3 KB
~Get Your Files Here !/sagemaker/images/basic-model.png 165.3 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/training-step.png 162.7 KB
~Get Your Files Here !/sagemaker/images/training-step.png 162.7 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/endpoint.png 156.9 KB
~Get Your Files Here !/sagemaker/images/endpoint.png 156.9 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/data-quality-baseline.png 92.7 KB
~Get Your Files Here !/sagemaker/images/data-quality-baseline.png 92.7 KB
~Get Your Files Here !/ml.school-cohort-16/README.md 39.2 KB
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/penguins.flow 24.4 KB
~Get Your Files Here !/sagemaker/penguins.flow 24.4 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/deployment.py 20.8 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/training.py 18.6 KB
~Get Your Files Here !/ml.school-cohort-16/data/penguins.csv 13.2 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/monitoring.py 12.3 KB
~Get Your Files Here !/ml.school-cohort-16/LICENSE 11.1 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/endpoint.py 10.8 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/inference.py 9.9 KB
~Get Your Files Here !/ml.school-cohort-16/idx/icon.png 8.1 KB
~Get Your Files Here !/ml.school-cohort-16/cloud-formation/mlschool-cfn.yaml 6.9 KB
~Get Your Files Here !/ml.school-cohort-16/tests/test_inference.py 6.5 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/common.py 5.8 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/sagemaker.py 5.6 KB
~Get Your Files Here !/ml.school-cohort-16/pipelines/tuning.py 3.6 KB
~Get Your Files Here !/ml.school-cohort-16/cloud-formation/mlflow-cfn.yaml 2.5 KB
~Get Your Files Here !/ml.school-cohort-16/idx/dev.nix 2.4 KB
~Get Your Files Here !/ml.school-cohort-16/justfile 1.9 KB
~Get Your Files Here !/ml.school-cohort-16/idx-template.nix 870 bytes
~Get Your Files Here !/ml.school-cohort-16/example.env 769 bytes
~Get Your Files Here !/ml.school-cohort-16/idx-template.json 689 bytes
~Get Your Files Here !/ml.school-cohort-16/logging.conf 566 bytes
~Get Your Files Here !/ml.school-cohort-16/pyproject.toml 532 bytes
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/container/Dockerfile 495 bytes
~Get Your Files Here !/sagemaker/container/Dockerfile 495 bytes
~Get Your Files Here !/ml.school-cohort-16/mlschool-toc.json 432 bytes
~Get Your Files Here !/ml.school-cohort-16/vscode/settings.json 283 bytes
~Get Your Files Here !/ml.school-cohort-16/requirements.txt 214 bytes
~Get Your Files Here !/ml.school-cohort-16/gitignore 207 bytes
Get Bonus Downloads Here.url 183 bytes
~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/container/ml-dependencies.yml 154 bytes
~Get Your Files Here !/sagemaker/container/ml-dependencies.yml 154 bytes
~Get Your Files Here !/ml.school-cohort-16/markdownlint.json 98 bytes
~Get Your Files Here !/github.txt 89 bytes
~Get Your Files Here !/Bonus Resources.txt 70 bytes
~Get Your Files Here !/ml.school-cohort-16/pipelines/__init__.py 0 bytes
~Get Your Files Here !/ml.school-cohort-16/tests/__init__.py 0 bytes

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