Introduction to TensorFlow | 9EC7C156A33334F1674FF3AE1B1CB0873B77655B

Introduction to TensorFlow

Name	Introduction to TensorFlow	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	337.3 MB
Total Files	80
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Hash	9EC7C156A33334F1674FF3AE1B1CB0873B77655B

/01. Introduction to course/
01. Intro to Course.mp4	6.2 MB
01. Introduction to course/
01. Intro to Course.srt	4.3 KB
02. Introduction to TensorFlow/
01. Introduction to Tensorflow.mp4	23.8 MB
01. Introduction to Tensorflow.srt	10.3 KB
02. TensorFlow API Hierarchy.mp4	12.4 MB
02. TensorFlow API Hierarchy.srt	7.5 KB
03. Components of TensorFlow- Tensors and Variables.mp4	20.4 MB
03. Components of TensorFlow- Tensors and Variables.srt	12.7 KB
04. Lab Intro Introduction to Tensors and Variables.mp4	1.9 MB
04. Lab Intro Introduction to Tensors and Variables.srt	1.5 KB
05. Getting Started With GCP And Qwiklabs.mp4	11.3 MB
05. Getting Started With GCP And Qwiklabs.srt	5.7 KB
06. Lab- Introduction to Tensors and Variables.mp4	217.0 KB
07. Lab Intro Writing low-level TensorFlow programs.mp4	2.6 MB
07. Lab Intro Writing low-level TensorFlow programs.srt	1.1 KB
08. Lab- Writing Low-Level TensorFlow Code.mp4	216.3 KB
09. Introduction to TensorFlow- Readings.mp4	225.5 KB
03. Design and Build a TensorFlow Input Data Pipeline/
01. Overview.mp4	7.5 MB
01. Overview.srt	5.5 KB
02. Working in-memory and with files.mp4	13.2 MB
02. Working in-memory and with files.srt	5.5 KB
03. Getting the data ready for model training.mp4	21.9 MB
03. Getting the data ready for model training.srt	10.1 KB
04. Lab Intro Load CSV and Numpy Data.mp4	880.3 KB
04. Lab Intro Load CSV and Numpy Data.srt	0.7 KB
05. Lab- Load CSV, Numpy, and Text data in TensorFlow.mp4	222.0 KB
06. Lab Intro Loading Image Data.mp4	2.0 MB
06. Lab Intro Loading Image Data.srt	1.1 KB
07. Lab- Loading images Using tf.Data.Dataset.mp4	218.7 KB
08. Lab Intro Feature Columns.mp4	1.2 MB
08. Lab Intro Feature Columns.srt	0.7 KB
09. Lab- Introduction to Feature Columns.mp4	213.2 KB
10. Optional Lab Intro TFRecord and tf.Example.mp4	2.3 MB
10. Optional Lab Intro TFRecord and tf.Example.srt	1.4 KB
11. Lab- TFRecord and tf.Example.mp4	211.0 KB
12. Training on Large Datasets with tf.data API.mp4	14.1 MB
12. Training on Large Datasets with tf.data API.srt	7.7 KB
13. Lab Intro Manipulating data with Tensorflow Dataset API.mp4	1.7 MB
13. Lab Intro Manipulating data with Tensorflow Dataset API.srt	1.0 KB
14. Lab- TensorFlow Dataset API.mp4	209.6 KB
15. Optional Lab Intro Feature Analysis Using TensorFlow Data Validation and Facets.mp4	3.0 MB
15. Optional Lab Intro Feature Analysis Using TensorFlow Data Validation and Facets.srt	2.0 KB
16. Lab- Feature Analysis Using TensorFlow Data Validation and Facets.mp4	228.5 KB
17. Design and Build a TensorFlow Input Data Pipeline- Readings.mp4	234.8 KB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/
01. Overview.mp4	2.8 MB
01. Overview.srt	0.9 KB
02. Activation functions.mp4	25.6 MB
02. Activation functions.srt	13.4 KB
03. Activation functions- Pitfalls to avoid in Backpropagation.mp4	18.9 MB
03. Activation functions- Pitfalls to avoid in Backpropagation.srt	9.6 KB
04. Neural Networks with Keras Sequential API.mp4	23.6 MB
04. Neural Networks with Keras Sequential API.srt	12.3 KB
05. Lab intro Keras Sequential API.mp4	1.2 MB
05. Lab intro Keras Sequential API.srt	0.7 KB
06. Lab- Introducing the Keras Sequential API.mp4	217.3 KB
07. Lab Intro Logistic Regression.mp4	1.4 MB
07. Lab Intro Logistic Regression.srt	0.9 KB
08. Lab- [ML on GCP C3] Basic Introduction to Logistic Regression.mp4	226.7 KB
09. Lab Intro Optional Lab Advanced Logistic Regression in TensorFlow 2.0.mp4	2.3 MB
09. Lab Intro Optional Lab Advanced Logistic Regression in TensorFlow 2.0.srt	1.3 KB
10. Lab- Advanced Logistic Regression in TensorFlow.mp4	221.2 KB
11. Training neural networks with Tensorflow 2 and the Keras Sequential API- Readings.mp4	248.4 KB
05. Training neural networks with Tensorflow 2 and Keras Functional API/
01. Neural Networks with Keras Functional API.mp4	35.1 MB
01. Neural Networks with Keras Functional API.srt	15.0 KB
02. Regularization- The Basics.mp4	16.6 MB
02. Regularization- The Basics.srt	7.7 KB
03. Regularization- L1, L2, and Early Stopping.mp4	10.2 MB
03. Regularization- L1, L2, and Early Stopping.srt	7.7 KB
04. Regularization- Dropout.mp4	18.3 MB
04. Regularization- Dropout.srt	8.0 KB
05. Serving models in the Cloud.mp4	9.6 MB
05. Serving models in the Cloud.srt	4.9 KB
06. Lab intro Keras Functional API.mp4	4.1 MB
06. Lab intro Keras Functional API.srt	1.3 KB
07. Lab- Introducing the Keras Functional API.mp4	215.5 KB
08. Training neural networks with Tensorflow 2 and Keras Functional API- Readings.mp4	240.4 KB
06. Summary/
01. Course Summary.mp4	17.0 MB
01. Course Summary.srt	11.2 KB
02. Quiz Questions to ALL Lessons.mp4	221.1 KB
07. Course Resource/
01. Course Slides for Introduction to TensorFlow.mp4	228.0 KB
Total files 80