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[ DevCourseWeb.com ] Udemy - Hands-On Keras for Machine Learning Engineers

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2021-12-07

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DevCourseWeb com Udemy Hands On Keras for Machine Learning Engineers

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182B

~Get Your Files Here !/1. Introduction/1. Introduction.mp4

25.21MB

~Get Your Files Here !/1. Introduction/1. Introduction.srt

3.01KB

~Get Your Files Here !/1. Introduction/2. What You'll Learn in this Course.mp4

23.5MB

~Get Your Files Here !/1. Introduction/2. What You'll Learn in this Course.srt

2.78KB

~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.mp4

15.16MB

~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.srt

1.62KB

~Get Your Files Here !/1. Introduction/4. What is Keras.mp4

4.61MB

~Get Your Files Here !/1. Introduction/4. What is Keras.srt

2.29KB

~Get Your Files Here !/2. Foundations/1. Theano.mp4

25.16MB

~Get Your Files Here !/2. Foundations/1. Theano.srt

3.35KB

~Get Your Files Here !/2. Foundations/10. Performance Evaluation on Neural Networks.mp4

27.5MB

~Get Your Files Here !/2. Foundations/10. Performance Evaluation on Neural Networks.srt

2.37KB

~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.mp4

23.25MB

~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.srt

5.47KB

~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.mp4

16.74MB

~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.srt

1.94KB

~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.mp4

9.19MB

~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.srt

2.17KB

~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.mp4

19.93MB

~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.srt

3.86KB

~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.mp4

24.26MB

~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.srt

2.39KB

~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.mp4

26.53MB

~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.srt

7.06KB

~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.mp4

25.34MB

~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.srt

2.27KB

~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.mp4

17.05MB

~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.srt

4.43KB

~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.mp4

10.59MB

~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.srt

2.45KB

~Get Your Files Here !/2. Foundations/2. TensorFlow.mp4

7.6MB

~Get Your Files Here !/2. Foundations/2. TensorFlow.srt

4.88KB

~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.mp4

18.74MB

~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.srt

4.51KB

~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.mp4

21.19MB

~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.srt

1.9KB

~Get Your Files Here !/2. Foundations/22. Demo Case Study on Regression Part 2.mp4

16.5MB

~Get Your Files Here !/2. Foundations/22. Demo Case Study on Regression Part 2.srt

4.25KB

~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.mp4

16.58MB

~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.srt

4.55KB

~Get Your Files Here !/2. Foundations/3. Artificial Neural Network Anatomy.mp4

17.5MB

~Get Your Files Here !/2. Foundations/3. Artificial Neural Network Anatomy.srt

4.69KB

~Get Your Files Here !/2. Foundations/4. Deep Learning.mp4

1.9MB

~Get Your Files Here !/2. Foundations/4. Deep Learning.srt

1.32KB

~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.mp4

7.42MB

~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.srt

9.99KB

~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.mp4

7.85MB

~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.srt

3.57KB

~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.mp4

18.66MB

~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.srt

4.82KB

~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.mp4

14.05MB

~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.srt

5.07KB

~Get Your Files Here !/2. Foundations/9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.mp4

10MB

~Get Your Files Here !/2. Foundations/9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.srt

2.9KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Basic TensorFlow.ipynb

958B

~Get Your Files Here !/2. Foundations/Hand-On Keras - Basic Theano.ipynb

1.02KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Binary Classification.ipynb

7.53KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Pima Indians dataset.ipynb

1.49KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Regression.ipynb

6.28KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Data Segmentation.ipynb

57.42KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Multiclass Classification.ipynb

2.68KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Cross Validation .ipynb

3.9KB

~Get Your Files Here !/2. Foundations/Hand-On Keras - Grid Search.ipynb

8.85KB

~Get Your Files Here !/2. Foundations/housing.csv

47.93KB

~Get Your Files Here !/2. Foundations/pima.csv

22.73KB

~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.mp4

17.84MB

~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.srt

1.4KB

~Get Your Files Here !/3. Going Deeper with Keras/10. Dropout Tips.mp4

4.84MB

~Get Your Files Here !/3. Going Deeper with Keras/10. Dropout Tips.srt

3.7KB

~Get Your Files Here !/3. Going Deeper with Keras/11. Learning Rate Defined.mp4

37.9MB

~Get Your Files Here !/3. Going Deeper with Keras/11. Learning Rate Defined.srt

4.7KB

~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.mp4

25.16MB

~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.srt

3.56KB

~Get Your Files Here !/3. Going Deeper with Keras/13. Demo Case Study Learning Rates.mp4

27.8MB

~Get Your Files Here !/3. Going Deeper with Keras/13. Demo Case Study Learning Rates.srt

2.82KB

~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.mp4

5.18MB

~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.srt

1.53KB

~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.mp4

7.38MB

~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.srt

2.23KB

~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.mp4

12.57MB

~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.srt

2.68KB

~Get Your Files Here !/3. Going Deeper with Keras/3. Save Neural Network to YAML.mp4

6.9MB

~Get Your Files Here !/3. Going Deeper with Keras/3. Save Neural Network to YAML.srt

1.16KB

~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.mp4

20.29MB

~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.srt

4.31KB

~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.mp4

6.93MB

~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.srt

1.93KB

~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.mp4

18.36MB

~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.srt

2.07KB

~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.mp4

5.48MB

~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.srt

1.89KB

~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.mp4

30.07MB

~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.srt

3.27KB

~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.mp4

18.88MB

~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.srt

4.4KB

~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Case Study Check Points.ipynb

16.61KB

~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to JSON.ipynb

3.71KB

~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to YAML.ipynb

3.71KB

~Get Your Files Here !/3. Going Deeper with Keras/Hands-On Keras - Case Study on Learning Rates.ipynb

3.44KB

~Get Your Files Here !/3. Going Deeper with Keras/Hands-On Keras - Dropout Case Study.ipynb

4.62KB

~Get Your Files Here !/4. Convolutional Neural Networks/1. Convolutional Neural Networks.mp4

36.26MB

~Get Your Files Here !/4. Convolutional Neural Networks/1. Convolutional Neural Networks.srt

6.51KB

~Get Your Files Here !/4. Convolutional Neural Networks/10. Object Recognition.mp4

27.88MB

~Get Your Files Here !/4. Convolutional Neural Networks/10. Object Recognition.srt

2.42KB

~Get Your Files Here !/4. Convolutional Neural Networks/11. Demo Case Study Object Recognition.mp4

15.34MB

~Get Your Files Here !/4. Convolutional Neural Networks/11. Demo Case Study Object Recognition.srt

3.7KB

~Get Your Files Here !/4. Convolutional Neural Networks/12. Improving Model Performance.mp4

1.68MB

~Get Your Files Here !/4. Convolutional Neural Networks/12. Improving Model Performance.srt

1.85KB

~Get Your Files Here !/4. Convolutional Neural Networks/13. Sentiment Analysis in Keras.mp4

24.05MB

~Get Your Files Here !/4. Convolutional Neural Networks/13. Sentiment Analysis in Keras.srt

2.51KB

~Get Your Files Here !/4. Convolutional Neural Networks/14. IMDB Dataset Properties.mp4

3.73MB

~Get Your Files Here !/4. Convolutional Neural Networks/14. IMDB Dataset Properties.srt

1.62KB

~Get Your Files Here !/4. Convolutional Neural Networks/15. Word Embedding Defined.mp4

4.08MB

~Get Your Files Here !/4. Convolutional Neural Networks/15. Word Embedding Defined.srt

3KB

~Get Your Files Here !/4. Convolutional Neural Networks/16. Demo Case Study Word Embedding.mp4

13.98MB

~Get Your Files Here !/4. Convolutional Neural Networks/16. Demo Case Study Word Embedding.srt

3.37KB

~Get Your Files Here !/4. Convolutional Neural Networks/17. Demo Case Study Word Embedding Part 2.mp4

12.94MB

~Get Your Files Here !/4. Convolutional Neural Networks/17. Demo Case Study Word Embedding Part 2.srt

3.34KB

~Get Your Files Here !/4. Convolutional Neural Networks/2. Demo Case Study Hand Written Digit Recognition.mp4

22.99MB

~Get Your Files Here !/4. Convolutional Neural Networks/2. Demo Case Study Hand Written Digit Recognition.srt

3.61KB

~Get Your Files Here !/4. Convolutional Neural Networks/3. Demo Case Study Hand Written Digit Recognition Part 2.mp4

19.51MB

~Get Your Files Here !/4. Convolutional Neural Networks/3. Demo Case Study Hand Written Digit Recognition Part 2.srt

4.9KB

~Get Your Files Here !/4. Convolutional Neural Networks/4. Demo Case Study Hand Written Digit Recognition Part 3.mp4

16.63MB

~Get Your Files Here !/4. Convolutional Neural Networks/4. Demo Case Study Hand Written Digit Recognition Part 3.srt

4.09KB

~Get Your Files Here !/4. Convolutional Neural Networks/5. Demo Case Study Hand Written Digit Recognition Part 4.mp4

9.17MB

~Get Your Files Here !/4. Convolutional Neural Networks/5. Demo Case Study Hand Written Digit Recognition Part 4.srt

2.16KB

~Get Your Files Here !/4. Convolutional Neural Networks/6. Image Augmentation.mp4

48.06MB

~Get Your Files Here !/4. Convolutional Neural Networks/6. Image Augmentation.srt

2.79KB

~Get Your Files Here !/4. Convolutional Neural Networks/7. Demo Case Study Image Augmentation.mp4

8.18MB

~Get Your Files Here !/4. Convolutional Neural Networks/7. Demo Case Study Image Augmentation.srt

1.94KB

~Get Your Files Here !/4. Convolutional Neural Networks/8. Demo Case Study Image Augmentation Part 2.mp4

19.13MB

~Get Your Files Here !/4. Convolutional Neural Networks/8. Demo Case Study Image Augmentation Part 2.srt

4.08KB

~Get Your Files Here !/4. Convolutional Neural Networks/9. Image Augmentation Tips.mp4

1.61MB

~Get Your Files Here !/4. Convolutional Neural Networks/9. Image Augmentation Tips.srt

2.02KB

~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Case Study Hand Written Digit Recognition.ipynb

6.98KB

~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Case Study Image Augmentation.ipynb

6.44KB

~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Sentiment Analysis.ipynb

22.22KB

~Get Your Files Here !/5. Recurrent Neural Networks/1. Recurrent Neural Networks.mp4

26.18MB

~Get Your Files Here !/5. Recurrent Neural Networks/1. Recurrent Neural Networks.srt

3.34KB

~Get Your Files Here !/5. Recurrent Neural Networks/10. Congratulations.html

452B

~Get Your Files Here !/5. Recurrent Neural Networks/11. Bonus Lecture Tons of Free Machine Learning Content.html

1.69KB

~Get Your Files Here !/5. Recurrent Neural Networks/2. Demo Case Study Time Series Prediction.mp4

16.71MB

~Get Your Files Here !/5. Recurrent Neural Networks/2. Demo Case Study Time Series Prediction.srt

2.32KB

~Get Your Files Here !/5. Recurrent Neural Networks/3. Demo Case Study Time Series Prediction Part 2.mp4

21.22MB

~Get Your Files Here !/5. Recurrent Neural Networks/3. Demo Case Study Time Series Prediction Part 2.srt

6.24KB

~Get Your Files Here !/5. Recurrent Neural Networks/4. Demo Case Study Time Series Prediction Part 3.mp4

9.94MB

~Get Your Files Here !/5. Recurrent Neural Networks/4. Demo Case Study Time Series Prediction Part 3.srt

2.17KB

~Get Your Files Here !/5. Recurrent Neural Networks/5. Demo Case Study Time Series Prediction with LSTM.mp4

26.24MB

~Get Your Files Here !/5. Recurrent Neural Networks/5. Demo Case Study Time Series Prediction with LSTM.srt

3.91KB

~Get Your Files Here !/5. Recurrent Neural Networks/6. Demo Case Study Time Series Prediction with LSTM Part 2.mp4

22.43MB

~Get Your Files Here !/5. Recurrent Neural Networks/6. Demo Case Study Time Series Prediction with LSTM Part 2.srt

3.5KB

~Get Your Files Here !/5. Recurrent Neural Networks/7. Demo Case Study Time Series Prediction with LSTM Part 3.mp4

18.46MB

~Get Your Files Here !/5. Recurrent Neural Networks/7. Demo Case Study Time Series Prediction with LSTM Part 3.srt

3.31KB

~Get Your Files Here !/5. Recurrent Neural Networks/8. Demo Case Study Sequence Classification.mp4

25.28MB

~Get Your Files Here !/5. Recurrent Neural Networks/8. Demo Case Study Sequence Classification.srt

4.15KB

~Get Your Files Here !/5. Recurrent Neural Networks/9. Demo Case Study Sequence Classification Part 2.mp4

9.66MB

~Get Your Files Here !/5. Recurrent Neural Networks/9. Demo Case Study Sequence Classification Part 2.srt

2.3KB

~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study LSTM Sequence Classification.ipynb

14.02KB

~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study LSTM.ipynb

196.62KB

~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study Time Series Prediction.ipynb

5.72KB

~Get Your Files Here !/5. Recurrent Neural Networks/international-airline-passengers.csv

2.28KB

~Get Your Files Here !/Bonus Resources.txt

357B

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