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End-to-End Machine Learning with TensorFlow on GCP

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File Name
Size
01. Welcome to the Course/01. Intro to Specialization.mp4
18 MB
01. Welcome to the Course/01. Intro to Specialization.srt
2.6 kB
01. Welcome to the Course/02. Course Introduction.mp4
32 MB
01. Welcome to the Course/02. Course Introduction.srt
4.6 kB
02. Machine Learning (ML) on Google Cloud Platform (GCP)/01. Effective ML.mp4
14 MB
02. Machine Learning (ML) on Google Cloud Platform (GCP)/01. Effective ML.srt
10 kB
02. Machine Learning (ML) on Google Cloud Platform (GCP)/02. Fully managed ML.mp4
17 MB
02. Machine Learning (ML) on Google Cloud Platform (GCP)/02. Fully managed ML.srt
9.4 kB
03. Explore the Data/01. Exploring the dataset.mp4
26 MB
03. Explore the Data/01. Exploring the dataset.srt
8.0 kB
03. Explore the Data/02. BigQuery.mp4
11 MB
03. Explore the Data/02. BigQuery.srt
5.3 kB
03. Explore the Data/03. BigQuery and AI Platform Notebooks.mp4
9.6 MB
03. Explore the Data/03. BigQuery and AI Platform Notebooks.srt
3.4 kB
03. Explore the Data/04. Getting started with GCP and Qwiklabs.mp4
9.5 MB
03. Explore the Data/04. Getting started with GCP and Qwiklabs.srt
6.6 kB
03. Explore the Data/05. Lab 1 Intro -Exploring the dataset.mp4
17 MB
03. Explore the Data/05. Lab 1 Intro -Exploring the dataset.srt
1.6 kB
03. Explore the Data/06. Lab- Explore dataset.mp4
219 kB
03. Explore the Data/07. Lab 1 demo and review.mp4
29 MB
03. Explore the Data/07. Lab 1 demo and review.srt
18 kB
04. Create the dataset/01. Creating a dataset.mp4
17 MB
04. Create the dataset/01. Creating a dataset.srt
13 kB
04. Create the dataset/02. Lab 2 Intro -Create a sample dataset.mp4
6.9 MB
04. Create the dataset/02. Lab 2 Intro -Create a sample dataset.srt
874 B
04. Create the dataset/03. Lab- Create a sample dataset.mp4
226 kB
04. Create the dataset/04. Lab 2-demo and review.mp4
47 MB
04. Create the dataset/04. Lab 2-demo and review.srt
23 kB
05. Build the Model/01. Build the model.mp4
26 MB
05. Build the Model/01. Build the model.srt
16 kB
05. Build the Model/02. Lab 3 Intro -Creating a TensorFlow model.mp4
26 MB
05. Build the Model/02. Lab 3 Intro -Creating a TensorFlow model.srt
9.4 kB
05. Build the Model/03. Lab- Create TensorFlow model.mp4
227 kB
05. Build the Model/04. Lab 3 -demo and review.mp4
57 MB
05. Build the Model/04. Lab 3 -demo and review.srt
28 kB
06. Operationalize the model/01. Operationalizing the model.mp4
14 MB
06. Operationalize the model/01. Operationalizing the model.srt
14 kB
06. Operationalize the model/02. Lab 4 Intro -Preprocessing with Cloud Dataflow.mp4
2.0 MB
06. Operationalize the model/02. Lab 4 Intro -Preprocessing with Cloud Dataflow.srt
711 B
06. Operationalize the model/03. Lab- Preprocessing using Dataflow.mp4
231 kB
06. Operationalize the model/04. Lab 4 demo and review.mp4
59 MB
06. Operationalize the model/04. Lab 4 demo and review.srt
20 kB
06. Operationalize the model/05. Cloud AI Platform.mp4
8.3 MB
06. Operationalize the model/05. Cloud AI Platform.srt
5.7 kB
06. Operationalize the model/06. Train and deploy with Cloud AI Platform.mp4
6.0 MB
06. Operationalize the model/06. Train and deploy with Cloud AI Platform.srt
4.1 kB
06. Operationalize the model/07. Lab 5 -Training on Cloud AI Platform.mp4
16 MB
06. Operationalize the model/07. Lab 5 -Training on Cloud AI Platform.srt
3.0 kB
06. Operationalize the model/08. Lab- Training on Cloud AI Platform.mp4
224 kB
06. Operationalize the model/09. Lab 5 demo and review.mp4
58 MB
06. Operationalize the model/09. Lab 5 demo and review.srt
27 kB
06. Operationalize the model/10. BigQuery ML.mp4
9.9 MB
06. Operationalize the model/10. BigQuery ML.srt
9.9 kB
06. Operationalize the model/11. Lab Introduction.mp4
1.1 MB
06. Operationalize the model/11. Lab Introduction.srt
487 B
06. Operationalize the model/12. Lab Solution BigQuery ML.mp4
35 MB
06. Operationalize the model/12. Lab Solution BigQuery ML.srt
18 kB
06. Operationalize the model/13. Deploying and Predicting with Cloud AI Platform.mp4
6.3 MB
06. Operationalize the model/13. Deploying and Predicting with Cloud AI Platform.srt
6.2 kB
06. Operationalize the model/14. Lab 6 Intro -Deploying and Predicting with Cloud AI Platform.mp4
4.6 MB
06. Operationalize the model/14. Lab 6 Intro -Deploying and Predicting with Cloud AI Platform.srt
960 B
06. Operationalize the model/15. Lab- Deploying and predicting with Cloud AI Platform.mp4
239 kB
06. Operationalize the model/16. Lab 6 -demo and review.mp4
34 MB
06. Operationalize the model/16. Lab 6 -demo and review.srt
9.7 kB
06. Operationalize the model/17. Lab 7 -Building an App Engine app to serve ML predictions.mp4
9.4 MB
06. Operationalize the model/17. Lab 7 -Building an App Engine app to serve ML predictions.srt
4.4 kB
06. Operationalize the model/18. Lab 7 -demo and review.mp4
29 MB
06. Operationalize the model/18. Lab 7 -demo and review.srt
13 kB
07. Summary/01. Summary.mp4
38 MB
07. Summary/01. Summary.srt
7.0 kB
end-end-machine-learning-tensorflow-gcp.zip
9.6 MB