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Introduction to TensorFlow

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File Name
Size
01. Introduction to course/01. Intro to Course.mp4
5.9 MB
01. Introduction to course/01. Intro to Course.srt
4.2 kB
02. Introduction to TensorFlow/01. Introduction to Tensorflow.mp4
23 MB
02. Introduction to TensorFlow/01. Introduction to Tensorflow.srt
10 kB
02. Introduction to TensorFlow/02. TensorFlow API Hierarchy.mp4
12 MB
02. Introduction to TensorFlow/02. TensorFlow API Hierarchy.srt
7.3 kB
02. Introduction to TensorFlow/03. Components of TensorFlow- Tensors and Variables.mp4
20 MB
02. Introduction to TensorFlow/03. Components of TensorFlow- Tensors and Variables.srt
12 kB
02. Introduction to TensorFlow/04. Lab Intro Introduction to Tensors and Variables.mp4
1.8 MB
02. Introduction to TensorFlow/04. Lab Intro Introduction to Tensors and Variables.srt
1.4 kB
02. Introduction to TensorFlow/05. Getting Started With GCP And Qwiklabs.mp4
11 MB
02. Introduction to TensorFlow/05. Getting Started With GCP And Qwiklabs.srt
5.6 kB
02. Introduction to TensorFlow/06. Lab- Introduction to Tensors and Variables.mp4
212 kB
02. Introduction to TensorFlow/07. Lab Intro Writing low-level TensorFlow programs.mp4
2.5 MB
02. Introduction to TensorFlow/07. Lab Intro Writing low-level TensorFlow programs.srt
1.1 kB
02. Introduction to TensorFlow/08. Lab- Writing Low-Level TensorFlow Code.mp4
211 kB
02. Introduction to TensorFlow/09. Introduction to TensorFlow- Readings.mp4
220 kB
03. Design and Build a TensorFlow Input Data Pipeline/01. Overview.mp4
7.1 MB
03. Design and Build a TensorFlow Input Data Pipeline/01. Overview.srt
5.4 kB
03. Design and Build a TensorFlow Input Data Pipeline/02. Working in-memory and with files.mp4
13 MB
03. Design and Build a TensorFlow Input Data Pipeline/02. Working in-memory and with files.srt
5.4 kB
03. Design and Build a TensorFlow Input Data Pipeline/03. Getting the data ready for model training.mp4
21 MB
03. Design and Build a TensorFlow Input Data Pipeline/03. Getting the data ready for model training.srt
9.9 kB
03. Design and Build a TensorFlow Input Data Pipeline/04. Lab Intro Load CSV and Numpy Data.mp4
860 kB
03. Design and Build a TensorFlow Input Data Pipeline/04. Lab Intro Load CSV and Numpy Data.srt
651 B
03. Design and Build a TensorFlow Input Data Pipeline/05. Lab- Load CSV, Numpy, and Text data in TensorFlow.mp4
217 kB
03. Design and Build a TensorFlow Input Data Pipeline/06. Lab Intro Loading Image Data.mp4
1.9 MB
03. Design and Build a TensorFlow Input Data Pipeline/06. Lab Intro Loading Image Data.srt
1.0 kB
03. Design and Build a TensorFlow Input Data Pipeline/07. Lab- Loading images Using tf.Data.Dataset.mp4
214 kB
03. Design and Build a TensorFlow Input Data Pipeline/08. Lab Intro Feature Columns.mp4
1.2 MB
03. Design and Build a TensorFlow Input Data Pipeline/08. Lab Intro Feature Columns.srt
720 B
03. Design and Build a TensorFlow Input Data Pipeline/09. Lab- Introduction to Feature Columns.mp4
208 kB
03. Design and Build a TensorFlow Input Data Pipeline/10. Optional Lab Intro TFRecord and tf.Example.mp4
2.2 MB
03. Design and Build a TensorFlow Input Data Pipeline/10. Optional Lab Intro TFRecord and tf.Example.srt
1.4 kB
03. Design and Build a TensorFlow Input Data Pipeline/11. Lab- TFRecord and tf.Example.mp4
206 kB
03. Design and Build a TensorFlow Input Data Pipeline/12. Training on Large Datasets with tf.data API.mp4
13 MB
03. Design and Build a TensorFlow Input Data Pipeline/12. Training on Large Datasets with tf.data API.srt
7.5 kB
03. Design and Build a TensorFlow Input Data Pipeline/13. Lab Intro Manipulating data with Tensorflow Dataset API.mp4
1.6 MB
03. Design and Build a TensorFlow Input Data Pipeline/13. Lab Intro Manipulating data with Tensorflow Dataset API.srt
1018 B
03. Design and Build a TensorFlow Input Data Pipeline/14. Lab- TensorFlow Dataset API.mp4
205 kB
03. Design and Build a TensorFlow Input Data Pipeline/15. Optional Lab Intro Feature Analysis Using TensorFlow Data Validation and Facets.mp4
2.9 MB
03. Design and Build a TensorFlow Input Data Pipeline/15. Optional Lab Intro Feature Analysis Using TensorFlow Data Validation and Facets.srt
2.0 kB
03. Design and Build a TensorFlow Input Data Pipeline/16. Lab- Feature Analysis Using TensorFlow Data Validation and Facets.mp4
223 kB
03. Design and Build a TensorFlow Input Data Pipeline/17. Design and Build a TensorFlow Input Data Pipeline- Readings.mp4
229 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/01. Overview.mp4
2.7 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/01. Overview.srt
916 B
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/02. Activation functions.mp4
24 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/02. Activation functions.srt
13 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/03. Activation functions- Pitfalls to avoid in Backpropagation.mp4
18 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/03. Activation functions- Pitfalls to avoid in Backpropagation.srt
9.3 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/04. Neural Networks with Keras Sequential API.mp4
22 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/04. Neural Networks with Keras Sequential API.srt
12 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/05. Lab intro Keras Sequential API.mp4
1.1 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/05. Lab intro Keras Sequential API.srt
681 B
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/06. Lab- Introducing the Keras Sequential API.mp4
212 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/07. Lab Intro Logistic Regression.mp4
1.3 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/07. Lab Intro Logistic Regression.srt
906 B
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/08. Lab- [ML on GCP C3] Basic Introduction to Logistic Regression.mp4
221 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/09. Lab Intro Optional Lab Advanced Logistic Regression in TensorFlow 2.0.mp4
2.2 MB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/09. Lab Intro Optional Lab Advanced Logistic Regression in TensorFlow 2.0.srt
1.3 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/10. Lab- Advanced Logistic Regression in TensorFlow.mp4
216 kB
04. Training neural networks with Tensorflow 2 and the Keras Sequential API/11. Training neural networks with Tensorflow 2 and the Keras Sequential API- Readings.mp4
243 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/01. Neural Networks with Keras Functional API.mp4
34 MB
05. Training neural networks with Tensorflow 2 and Keras Functional API/01. Neural Networks with Keras Functional API.srt
15 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/02. Regularization- The Basics.mp4
16 MB
05. Training neural networks with Tensorflow 2 and Keras Functional API/02. Regularization- The Basics.srt
7.5 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/03. Regularization- L1, L2, and Early Stopping.mp4
9.7 MB
05. Training neural networks with Tensorflow 2 and Keras Functional API/03. Regularization- L1, L2, and Early Stopping.srt
7.5 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/04. Regularization- Dropout.mp4
17 MB
05. Training neural networks with Tensorflow 2 and Keras Functional API/04. Regularization- Dropout.srt
7.9 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/05. Serving models in the Cloud.mp4
9.1 MB
05. Training neural networks with Tensorflow 2 and Keras Functional API/05. Serving models in the Cloud.srt
4.8 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/06. Lab intro Keras Functional API.mp4
3.9 MB
05. Training neural networks with Tensorflow 2 and Keras Functional API/06. Lab intro Keras Functional API.srt
1.2 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/07. Lab- Introducing the Keras Functional API.mp4
210 kB
05. Training neural networks with Tensorflow 2 and Keras Functional API/08. Training neural networks with Tensorflow 2 and Keras Functional API- Readings.mp4
235 kB
06. Summary/01. Course Summary.mp4
16 MB
06. Summary/01. Course Summary.srt
11 kB
06. Summary/02. Quiz Questions to ALL Lessons.mp4
216 kB
07. Course Resource/01. Course Slides for Introduction to TensorFlow.mp4
223 kB