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

File Name

Size

Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/001 - Lesson 1 - Getting Started.mp4

123 MB

~Get Your Files Here !/002 - Lesson 2 - Preparing Your Local Environment.mp4

128 MB

~Get Your Files Here !/003 - Lesson 3 - Introduction to Metaflow.mp4

132 MB

~Get Your Files Here !/004 - Lesson 4 - Training the Model.mp4

162 MB

~Get Your Files Here !/005 - Lesson 5 - The Training Pipeline.mp4

303 MB

~Get Your Files Here !/006 - Lesson 6 - Building a Custom Inference Process.mp4

188 MB

~Get Your Files Here !/007 - Lesson 7 - Deploying The Model.mp4

118 MB

~Get Your Files Here !/008 - Lesson 8 - The Endpoint Pipeline.mp4

170 MB

~Get Your Files Here !/009 - Lesson 9 - Monitoring The Model.mp4

85 MB

~Get Your Files Here !/010 - Lesson 10 - The Monitoring Pipeline.mp4

123 MB

~Get Your Files Here !/011 - Lesson 11 - Production Pipelines in Amazon Web Services.mp4

181 MB

~Get Your Files Here !/012 - Lesson 12 - Deploying the Model to SageMaker.mp4

108 MB

~Get Your Files Here !/013 - Lesson 13 - The Deployment Pipeline.mp4

117 MB

~Get Your Files Here !/014 - Lesson 14 - Monitoring the SageMaker Endpoint.mp4

46 MB

~Get Your Files Here !/015 - Lesson 15 - Running Pipelines Remotely.mp4

153 MB

~Get Your Files Here !/016 - Session 1 - Introduction and Initial Setup.mp4

323 MB

~Get Your Files Here !/017 - Session 2 - Exploratory Data Analysis.mp4

146 MB

~Get Your Files Here !/018 - Session 3 - Splitting and Transforming the Data.mp4

404 MB

~Get Your Files Here !/019 - Session 4 - Training the Model.mp4

282 MB

~Get Your Files Here !/020 - Session 5 - Custom Training Container.mp4

168 MB

~Get Your Files Here !/021 - Session 6 - Tuning the Model.mp4

122 MB

~Get Your Files Here !/022 - Session 7 - Evaluating the Model.mp4

156 MB

~Get Your Files Here !/023 - Session 8 - Registering the Model.mp4

77 MB

~Get Your Files Here !/024 - Session 9 - Conditional Registration.mp4

64 MB

~Get Your Files Here !/025 - Session 10 - Serving the Model.mp4

89 MB

~Get Your Files Here !/026 - Session 11 - Deploying the Model.mp4

87 MB

~Get Your Files Here !/027 - Session 12 - Deploying From the Pipeline.mp4

230 MB

~Get Your Files Here !/028 - Session 13 - Deploying From an Event.mp4

76 MB

~Get Your Files Here !/029 - Session 14 - Building an Inference Pipeline.mp4

159 MB

~Get Your Files Here !/030 - Session 15 - Custom Inference Script.mp4

114 MB

~Get Your Files Here !/031 - Session 16 - Data Quality Baseline.mp4

102 MB

~Get Your Files Here !/032 - Session 17 - Model Quality Baseline.mp4

103 MB

~Get Your Files Here !/033 - Session 18 - Data Monitoring.mp4

130 MB

~Get Your Files Here !/034 - Session 19 - Model Monitoring.mp4

73 MB

~Get Your Files Here !/035 - Session 20 - Shadow Deployments.mp4

66 MB

~Get Your Files Here !/Bonus Resources.txt

70 B

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (1).html

480 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (10).html

471 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (11).html

472 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (12).html

472 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (13).html

467 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (14).html

473 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (15).html

470 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (16).html

520 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (17).html

513 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (18).html

513 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (19).html

516 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (2).html

478 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (20).html

518 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (21).html

513 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (22).html

511 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (23).html

521 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (24).html

522 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (25).html

520 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (26).html

509 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (27).html

518 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (28).html

521 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (29).html

514 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (3).html

444 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (30).html

503 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (31).html

512 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (32).html

513 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (33).html

514 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (34).html

504 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (35).html

504 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (4).html

477 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (5).html

443 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (6).html

475 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (7).html

474 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (8).html

470 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck (9).html

473 kB

~Get Your Files Here !/HTML/Building Machine Learning Systems That Don't Suck.html

976 kB

~Get Your Files Here !/github.txt

89 B

~Get Your Files Here !/ml.school-cohort-16/LICENSE

11 kB

~Get Your Files Here !/ml.school-cohort-16/README.md

39 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/cohort.ipynb

463 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/container/Dockerfile

495 B

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/container/ml-dependencies.yml

154 B

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/basic-model.png

165 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/condition-step.png

223 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/culmen.jpeg

269 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/data-quality-baseline.png

93 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploy-step.png

225 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploying-flask.png

219 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploying-from-event.png

171 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/deploying-model.png

184 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/diagram.png

489 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/endpoint.png

157 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/evaluation-step.png

167 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/inference-pipeline.png

244 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/model-quality-baseline.png

232 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/penguins.png

2.8 MB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/processing-job.png

295 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/processing-step.png

186 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/registration-step.png

186 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/shadow-deployment.png

245 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/training-job.png

297 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/training-step.png

163 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/tuning-job.png

211 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/images/tuning-step.png

167 kB

~Get Your Files Here !/ml.school-cohort-16/backup/sagemaker/penguins.flow

24 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/cloud-formation/mlschool-cfn.yaml

6.9 kB

~Get Your Files Here !/ml.school-cohort-16/data/penguins.csv

13 kB

~Get Your Files Here !/ml.school-cohort-16/example.env

769 B

~Get Your Files Here !/ml.school-cohort-16/gitignore

207 B

~Get Your Files Here !/ml.school-cohort-16/idx-template.json

689 B

~Get Your Files Here !/ml.school-cohort-16/idx-template.nix

870 B

~Get Your Files Here !/ml.school-cohort-16/idx/dev.nix

2.4 kB

~Get Your Files Here !/ml.school-cohort-16/idx/icon.png

8.1 kB

~Get Your Files Here !/ml.school-cohort-16/images/architecture.png

656 kB

~Get Your Files Here !/ml.school-cohort-16/images/monitoring.png

377 kB

~Get Your Files Here !/ml.school-cohort-16/images/penguins.png

2.8 MB

~Get Your Files Here !/ml.school-cohort-16/images/training.png

412 kB

~Get Your Files Here !/ml.school-cohort-16/justfile

1.9 kB

~Get Your Files Here !/ml.school-cohort-16/logging.conf

566 B

~Get Your Files Here !/ml.school-cohort-16/markdownlint.json

98 B

~Get Your Files Here !/ml.school-cohort-16/mlschool-toc.json

432 B

~Get Your Files Here !/ml.school-cohort-16/pipelines/__init__.py

0 B

~Get Your Files Here !/ml.school-cohort-16/pipelines/common.py

5.8 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/deployment.py

21 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/endpoint.py

11 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/inference.py

9.9 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/monitoring.py

12 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/sagemaker.py

5.6 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/training.py

19 kB

~Get Your Files Here !/ml.school-cohort-16/pipelines/tuning.py

3.6 kB

~Get Your Files Here !/ml.school-cohort-16/pyproject.toml

532 B

~Get Your Files Here !/ml.school-cohort-16/requirements.txt

214 B

~Get Your Files Here !/ml.school-cohort-16/tests/__init__.py

0 B

~Get Your Files Here !/ml.school-cohort-16/tests/test_inference.py

6.5 kB

~Get Your Files Here !/ml.school-cohort-16/vscode/settings.json

283 B

~Get Your Files Here !/sagemaker/cohort.ipynb

463 kB

~Get Your Files Here !/sagemaker/container/Dockerfile

495 B

~Get Your Files Here !/sagemaker/container/ml-dependencies.yml

154 B

~Get Your Files Here !/sagemaker/images/basic-model.png

165 kB

~Get Your Files Here !/sagemaker/images/condition-step.png

223 kB

~Get Your Files Here !/sagemaker/images/culmen.jpeg

269 kB

~Get Your Files Here !/sagemaker/images/data-quality-baseline.png

93 kB

~Get Your Files Here !/sagemaker/images/deploy-step.png

225 kB

~Get Your Files Here !/sagemaker/images/deploying-flask.png

219 kB

~Get Your Files Here !/sagemaker/images/deploying-from-event.png

171 kB

~Get Your Files Here !/sagemaker/images/deploying-model.png

184 kB

~Get Your Files Here !/sagemaker/images/diagram.png

489 kB

~Get Your Files Here !/sagemaker/images/endpoint.png

157 kB

~Get Your Files Here !/sagemaker/images/evaluation-step.png

167 kB

~Get Your Files Here !/sagemaker/images/inference-pipeline.png

244 kB

~Get Your Files Here !/sagemaker/images/model-quality-baseline.png

232 kB

~Get Your Files Here !/sagemaker/images/penguins.png

2.8 MB

~Get Your Files Here !/sagemaker/images/processing-job.png

295 kB

~Get Your Files Here !/sagemaker/images/processing-step.png

186 kB

~Get Your Files Here !/sagemaker/images/registration-step.png

186 kB

~Get Your Files Here !/sagemaker/images/shadow-deployment.png

245 kB

~Get Your Files Here !/sagemaker/images/training-job.png

297 kB

~Get Your Files Here !/sagemaker/images/training-step.png

163 kB

~Get Your Files Here !/sagemaker/images/tuning-job.png

211 kB

~Get Your Files Here !/sagemaker/images/tuning-step.png

167 kB

~Get Your Files Here !/sagemaker/penguins.flow

24 kB