[GigaCourse com] Udemy Neural Networks (ANN) using Keras and TensorFlow in Python

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Torrent Hash :	023489E261F71D8D732DF009E55D6FF2895BF056
Torrent Added :	1 Year+ in Other - Other
Torrent Size :	3 GB

[GigaCourse com] Udemy Neural Networks (ANN) using Keras and TensorFlow in Python
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Torrent File Content (129 files)

[GigaCourse.com] Udemy - Neural Networks (ANN) using Keras and TensorFlow in Python
1. Introduction
1. Welcome to the course.mp4 -

21.42 MB

1. Welcome to the course.srt -

3.15 KB

2. Introduction to Neural Networks and Course flow.mp4 -

29.07 MB

2. Introduction to Neural Networks and Course flow.srt -

4.6 KB

3. Course resources.html -

117 bytes

3.1 Files_ANN_Py.zip -

10.51 MB

10. Python - Building and training the Model
1. Different ways to create ANN using Keras.mp4 -

10.8 MB

1. Different ways to create ANN using Keras.srt -

1.87 KB

2. Building the Neural Network using Keras.mp4 -

79.14 MB

2. Building the Neural Network using Keras.srt -

11.96 KB

3. Compiling and Training the Neural Network model.mp4 -

81.71 MB

3. Compiling and Training the Neural Network model.srt -

9.59 KB

4. Evaluating performance and Predicting using Keras.mp4 -

69.93 MB

4. Evaluating performance and Predicting using Keras.srt -

9.02 KB

11. Python - Solving a Regression problem using ANN
1. Building Neural Network for Regression Problem.mp4 -

155.88 MB

1. Building Neural Network for Regression Problem.srt -

21.71 KB

12. Complex ANN Architectures using Functional API
1. Using Functional API for complex architectures.mp4 -

92.12 MB

1. Using Functional API for complex architectures.srt -

11.5 KB

13. Saving and Restoring Models
1. Saving - Restoring Models and Using Callbacks.mp4 -

151.57 MB

1. Saving - Restoring Models and Using Callbacks.srt -

18.79 KB

14. Hyperparameter Tuning
1. Hyperparameter Tuning.mp4 -

60.63 MB

1. Hyperparameter Tuning.srt -

9.43 KB

15. Add-on 1 Data Preprocessing
1. Gathering Business Knowledge.mp4 -

22.29 MB

1. Gathering Business Knowledge.srt -

3.9 KB

10. Missing Value Imputation in Python.mp4 -

23.42 MB

10. Missing Value Imputation in Python.srt -

4.06 KB

11. Seasonality in Data.mp4 -

17.03 MB

11. Seasonality in Data.srt -

3.78 KB

12. Bi-variate analysis and Variable transformation.mp4 -

100.42 MB

12. Bi-variate analysis and Variable transformation.srt -

18.29 KB

13. Variable transformation and deletion in Python.mp4 -

44.08 MB

13. Variable transformation and deletion in Python.srt -

7.54 KB

14. Non-usable variables.mp4 -

20.24 MB

14. Non-usable variables.srt -

5.39 KB

15. Dummy variable creation Handling qualitative data.mp4 -

36.83 MB

15. Dummy variable creation Handling qualitative data.srt -

4.86 KB

16. Dummy variable creation in Python.mp4 -

26.54 MB

16. Dummy variable creation in Python.srt -

5.51 KB

17. Correlation Analysis.mp4 -

71.6 MB

17. Correlation Analysis.srt -

11.04 KB

18. Correlation Analysis in Python.mp4 -

55.31 MB

18. Correlation Analysis in Python.srt -

6.55 KB

2. Data Exploration.mp4 -

20.51 MB

2. Data Exploration.srt -

3.6 KB

3. The Dataset and the Data Dictionary.mp4 -

69.38 MB

3. The Dataset and the Data Dictionary.srt -

7.82 KB

4. Importing Data in Python.mp4 -

27.83 MB

4. Importing Data in Python.srt -

5.58 KB

5. Univariate analysis and EDD.mp4 -

24.2 MB

5. Univariate analysis and EDD.srt -

3.44 KB

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[GigaCourse com] Udemy Neural Networks (ANN) using Keras and TensorFlow in Python

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Torrent File Content (129 files)

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