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Accelerating TensorFlow with the Google Machine Learning Engine

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Accelerating TensorFlow with the Google Machine Learning Engine

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Total Size

356.8 MB

Total Files

84

Hash

799E10CF8934A798BB28DA19D7D7968EBF10258A

/3.3. Training TensorFlow Applications/

18.Linear regression in code - Part 2.mp4

23.2 MB

12.Variables and logging.en.srt

9.6 KB

12.Variables and logging.mp4

7.5 MB

13.Using variables in code.en.srt

5.0 KB

13.Using variables in code.mp4

6.2 MB

14.Using optimizers.en.srt

12.9 KB

14.Using optimizers.mp4

10.2 MB

15.Simple optimizer example.en.srt

7.7 KB

15.Simple optimizer example.mp4

10.5 MB

16.Batches and placeholders.en.srt

7.2 KB

16.Batches and placeholders.mp4

5.6 MB

17.Linear regression in code - Part 1.en.srt

6.8 KB

17.Linear regression in code - Part 1.mp4

6.4 MB

18.Linear regression in code - Part 2.en.srt

10.2 KB

19.TensorBoard.en.srt

6.9 KB

19.TensorBoard.mp4

5.5 MB

20.Using TensorBoard in practice.en.srt

9.2 KB

20.Using TensorBoard in practice.mp4

13.7 MB

/0.Introduction/

01.Welcome.mp4

5.1 MB

02.What you should know.en.srt

3.2 KB

02.What you should know.mp4

2.8 MB

03.Using the exercise files.en.srt

1.7 KB

03.Using the exercise files.mp4

2.2 MB

01.Welcome.en.srt

1.7 KB

/1.1. Introducing TensorFlow/

04.Overview and installation.en.srt

5.7 KB

04.Overview and installation.mp4

5.4 MB

05.Getting started.en.srt

4.7 KB

05.Getting started.mp4

3.9 MB

06.Running a simple application.en.srt

3.6 KB

06.Running a simple application.mp4

6.2 MB

/2.2. Fundamentals of TensorFlow Development/

07.Creating tensors.en.srt

8.3 KB

07.Creating tensors.mp4

6.5 MB

08.Basic tensor operations.en.srt

5.7 KB

08.Basic tensor operations.mp4

4.5 MB

09.Advanced tensor operations.en.srt

5.2 KB

09.Advanced tensor operations.mp4

4.3 MB

10.Understanding graphs and sessions.en.srt

6.9 KB

10.Understanding graphs and sessions.mp4

5.4 MB

11.Accessing graphs and sessions in code.en.srt

6.6 KB

11.Accessing graphs and sessions in code.mp4

9.9 MB

/4.4. Accessing Data with Datasets/

21.Datasets and iterators.en.srt

11.1 KB

21.Datasets and iterators.mp4

9.1 MB

22.Coding with datasets and iterators.en.srt

7.8 KB

22.Coding with datasets and iterators.mp4

12.9 MB

23.Dataset operations.en.srt

9.1 KB

23.Dataset operations.mp4

8.0 MB

24.Creating datasets from files.en.srt

10.4 KB

24.Creating datasets from files.mp4

8.7 MB

25.Introducing MNIST images.en.srt

6.3 KB

25.Introducing MNIST images.mp4

5.7 MB

26.Reading MNIST data in code.en.srt

7.0 KB

26.Reading MNIST data in code.mp4

15.1 MB

/5.5. Machine Learning with Estimators/

27.Understanding estimators.en.srt

10.8 KB

27.Understanding estimators.mp4

8.9 MB

28.Describing data with feature columns.en.srt

12.2 KB

28.Describing data with feature columns.mp4

9.8 MB

29.Coding a simple estimator - Part 1.en.srt

6.0 KB

29.Coding a simple estimator - Part 1.mp4

7.4 MB

30.Coding a simple estimator - Part 2.en.srt

6.0 KB

30.Coding a simple estimator - Part 2.mp4

11.0 MB

31.Estimators and neural networks.en.srt

7.6 KB

31.Estimators and neural networks.mp4

6.5 MB

32.Coding a DNN estimator - Part 1.en.srt

10.9 KB

32.Coding a DNN estimator - Part 1.mp4

16.1 MB

33.Coding a DNN estimator - Part 2.en.srt

7.8 KB

33.Coding a DNN estimator - Part 2.mp4

17.7 MB

34.Automating estimator operation.en.srt

6.6 KB

34.Automating estimator operation.mp4

5.7 MB

35.Estimator automation in practice.en.srt

8.2 KB

35.Estimator automation in practice.mp4

16.6 MB

/6.6. Deploying Estimators to the Machine Learning Engine/

36.Creating a GCP project.en.srt

7.3 KB

36.Creating a GCP project.mp4

9.5 MB

37.Installing the Cloud SDK.en.srt

5.9 KB

37.Installing the Cloud SDK.mp4

8.8 MB

38.Introduction to Google Cloud Storage.en.srt

5.0 KB

38.Introduction to Google Cloud Storage.mp4

4.8 MB

39.Accessing Cloud Storage in practice.en.srt

4.4 KB

39.Accessing Cloud Storage in practice.mp4

6.2 MB

40.Machine Learning Engine.en.srt

6.6 KB

40.Machine Learning Engine.mp4

6.4 MB

41.Deploying jobs to ML Engine.en.srt

8.5 KB

41.Deploying jobs to ML Engine.mp4

12.7 MB

/7.Conclusion/

42.Next steps.en.srt

1.8 KB

42.Next steps.mp4

3.6 MB

 

Total files 84


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