DevCourseWeb com Udemy Hands On Keras for Machine Learning Engineers

DevCourseWeb com Udemy Hands On Keras for Machine Learning Engineers

Name	[ DevCourseWeb.com ] Udemy - Hands-On Keras for Machine Learning Engineers	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.2 GB
Total Files	163
Last Seen	2025-07-17 23:54
Hash	790606F3F5F691145D2C48A1A361F6ACAE8B9725

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.mp4	26.4 MB
1. Introduction.srt	3.1 KB
2. What You'll Learn in this Course.mp4	24.6 MB
2. What You'll Learn in this Course.srt	2.8 KB
3. Is this Course Right for You.mp4	15.9 MB
3. Is this Course Right for You.srt	1.7 KB
4. What is Keras.mp4	4.8 MB
4. What is Keras.srt	2.3 KB
/2. Foundations/
1. Theano.mp4	26.4 MB
1. Theano.srt	3.4 KB
10. Performance Evaluation on Neural Networks.mp4	28.8 MB
10. Performance Evaluation on Neural Networks.srt	2.4 KB
11. Demo Case Study on Data Segmentation.mp4	24.4 MB
11. Demo Case Study on Data Segmentation.srt	5.6 KB
12. Scikit-Learn For General Machine Learning.mp4	17.6 MB
12. Scikit-Learn For General Machine Learning.srt	2.0 KB
13. Evaluate Models with Cross-Validation.mp4	9.6 MB
13. Evaluate Models with Cross-Validation.srt	2.2 KB
14. Grid Search Deep Learning Model Parameters.mp4	20.9 MB
14. Grid Search Deep Learning Model Parameters.srt	3.9 KB
15. Demo Case Study on Multiclass Classification.mp4	25.4 MB
15. Demo Case Study on Multiclass Classification.srt	2.4 KB
16. Demo Case Study on Multiclass Classification Part 2.mp4	27.8 MB
16. Demo Case Study on Multiclass Classification Part 2.srt	7.2 KB
17. Demo Case Study on Binary Classification.mp4	26.6 MB
17. Demo Case Study on Binary Classification.srt	2.3 KB
18. Demo Case Study on Binary Classification Part 2.mp4	17.9 MB
18. Demo Case Study on Binary Classification Part 2.srt	4.5 KB
19. Demo Case Study on Binary Classification Part 3.mp4	11.1 MB
19. Demo Case Study on Binary Classification Part 3.srt	2.5 KB
2. TensorFlow.mp4	8.0 MB
2. TensorFlow.srt	5.0 KB
20. Demo Case Study on Binary Classification Part 4.mp4	19.7 MB
20. Demo Case Study on Binary Classification Part 4.srt	4.6 KB
21. Demo Case Study on Regression.mp4	22.2 MB
21. Demo Case Study on Regression.srt	1.9 KB
22. Demo Case Study on Regression Part 2.mp4	17.3 MB
22. Demo Case Study on Regression Part 2.srt	4.3 KB
23. Demo Case Study on Regression Part 3.mp4	17.4 MB
23. Demo Case Study on Regression Part 3.srt	4.7 KB
3. Artificial Neural Network Anatomy.mp4	18.4 MB
3. Artificial Neural Network Anatomy.srt	4.8 KB
4. Deep Learning.mp4	2.0 MB
4. Deep Learning.srt	1.4 KB
5. Keras Life Cycle.mp4	7.8 MB
5. Keras Life Cycle.srt	10.2 KB
6. Keras Code Anatomy.mp4	8.2 MB
6. Keras Code Anatomy.srt	3.7 KB
7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.mp4	19.6 MB
7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.srt	4.9 KB
8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.mp4	14.7 MB
8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.srt	5.2 KB
9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.mp4	10.5 MB
9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.srt	3.0 KB
Hand-On Keras - Basic TensorFlow.ipynb	1.0 KB
Hand-On Keras - Basic Theano.ipynb	1.0 KB
Hand-On Keras - Case Study Binary Classification.ipynb	7.7 KB
Hand-On Keras - Case Study Pima Indians dataset.ipynb	1.5 KB
Hand-On Keras - Case Study Regression.ipynb	6.4 KB
Hand-On Keras - Case Study on Data Segmentation.ipynb	58.8 KB
Hand-On Keras - Case Study on Multiclass Classification.ipynb	2.7 KB
Hand-On Keras - Cross Validation .ipynb	4.0 KB
Hand-On Keras - Grid Search.ipynb	9.1 KB
housing.csv	49.1 KB
pima.csv	23.3 KB
/.../3. Going Deeper with Keras/
1. Model Serialization.mp4	18.7 MB
1. Model Serialization.srt	1.4 KB
10. Dropout Tips.mp4	5.1 MB
10. Dropout Tips.srt	3.8 KB
11. Learning Rate Defined.mp4	39.7 MB
11. Learning Rate Defined.srt	4.8 KB
12. Configure Learning Rate.mp4	26.4 MB
12. Configure Learning Rate.srt	3.6 KB
13. Demo Case Study Learning Rates.mp4	29.1 MB
13. Demo Case Study Learning Rates.srt	2.9 KB
14. Demo Case Study Learning Rates Part 2.mp4	5.4 MB
14. Demo Case Study Learning Rates Part 2.srt	1.6 KB
15. Demo Case Study Learning Rates Part 3.mp4	7.7 MB
15. Demo Case Study Learning Rates Part 3.srt	2.3 KB
2. Save Neural Network to JSON.mp4	13.2 MB
2. Save Neural Network to JSON.srt	2.7 KB
3. Save Neural Network to YAML.mp4	7.2 MB
3. Save Neural Network to YAML.srt	1.2 KB
4. Demo Case Study on Checkpointing.mp4	21.3 MB
4. Demo Case Study on Checkpointing.srt	4.4 KB
5. Demo Case Study on Checkpointing Part 2.mp4	7.3 MB
5. Demo Case Study on Checkpointing Part 2.srt	2.0 KB
6. Plotting History.mp4	19.2 MB
6. Plotting History.srt	2.1 KB
7. Visualize Model Training History in Keras.mp4	5.7 MB
7. Visualize Model Training History in Keras.srt	1.9 KB
8. Demo Case Study on Dropping Out.mp4	31.5 MB
8. Demo Case Study on Dropping Out.srt	3.3 KB
9. Demo Case Study on Dropping Out Part 2.mp4	19.8 MB
9. Demo Case Study on Dropping Out Part 2.srt	4.5 KB
Hand-On Keras - Case Study Check Points.ipynb	17.0 KB
Hand-On Keras - Serialization to JSON.ipynb	3.8 KB
Hand-On Keras - Serialization to YAML.ipynb	3.8 KB
Hands-On Keras - Case Study on Learning Rates.ipynb	3.5 KB
Hands-On Keras - Dropout Case Study.ipynb	4.7 KB
/.../4. Convolutional Neural Networks/
1. Convolutional Neural Networks.mp4	38.0 MB
1. Convolutional Neural Networks.srt	6.7 KB
10. Object Recognition.mp4	29.2 MB
10. Object Recognition.srt	2.5 KB
11. Demo Case Study Object Recognition.mp4	16.1 MB
11. Demo Case Study Object Recognition.srt	3.8 KB
12. Improving Model Performance.mp4	1.8 MB
12. Improving Model Performance.srt	1.9 KB
13. Sentiment Analysis in Keras.mp4	25.2 MB
13. Sentiment Analysis in Keras.srt	2.6 KB
14. IMDB Dataset Properties.mp4	3.9 MB
14. IMDB Dataset Properties.srt	1.7 KB
15. Word Embedding Defined.mp4	4.3 MB
15. Word Embedding Defined.srt	3.1 KB
16. Demo Case Study Word Embedding.mp4	14.7 MB
16. Demo Case Study Word Embedding.srt	3.5 KB
17. Demo Case Study Word Embedding Part 2.mp4	13.6 MB
17. Demo Case Study Word Embedding Part 2.srt	3.4 KB
2. Demo Case Study Hand Written Digit Recognition.mp4	24.1 MB
2. Demo Case Study Hand Written Digit Recognition.srt	3.7 KB
3. Demo Case Study Hand Written Digit Recognition Part 2.mp4	20.5 MB
3. Demo Case Study Hand Written Digit Recognition Part 2.srt	5.0 KB
4. Demo Case Study Hand Written Digit Recognition Part 3.mp4	17.4 MB
4. Demo Case Study Hand Written Digit Recognition Part 3.srt	4.2 KB
5. Demo Case Study Hand Written Digit Recognition Part 4.mp4	9.6 MB
5. Demo Case Study Hand Written Digit Recognition Part 4.srt	2.2 KB
6. Image Augmentation.mp4	50.4 MB
6. Image Augmentation.srt	2.9 KB
7. Demo Case Study Image Augmentation.mp4	8.6 MB
7. Demo Case Study Image Augmentation.srt	2.0 KB
8. Demo Case Study Image Augmentation Part 2.mp4	20.1 MB
8. Demo Case Study Image Augmentation Part 2.srt	4.2 KB
9. Image Augmentation Tips.mp4	1.7 MB
9. Image Augmentation Tips.srt	2.1 KB
Hands-On Keras - Case Study Hand Written Digit Recognition.ipynb	7.1 KB
Hands-On Keras - Case Study Image Augmentation.ipynb	6.6 KB
Hands-On Keras - Sentiment Analysis.ipynb	22.8 KB
/.../5. Recurrent Neural Networks/
1. Recurrent Neural Networks.mp4	27.4 MB
1. Recurrent Neural Networks.srt	3.4 KB
10. Congratulations.html	0.5 KB
11. Bonus Lecture Tons of Free Machine Learning Content.html	1.7 KB
2. Demo Case Study Time Series Prediction.mp4	17.5 MB
2. Demo Case Study Time Series Prediction.srt	2.4 KB
3. Demo Case Study Time Series Prediction Part 2.mp4	22.3 MB
3. Demo Case Study Time Series Prediction Part 2.srt	6.4 KB
4. Demo Case Study Time Series Prediction Part 3.mp4	10.4 MB
4. Demo Case Study Time Series Prediction Part 3.srt	2.2 KB
5. Demo Case Study Time Series Prediction with LSTM.mp4	27.5 MB
5. Demo Case Study Time Series Prediction with LSTM.srt	4.0 KB
6. Demo Case Study Time Series Prediction with LSTM Part 2.mp4	23.5 MB
6. Demo Case Study Time Series Prediction with LSTM Part 2.srt	3.6 KB
7. Demo Case Study Time Series Prediction with LSTM Part 3.mp4	19.4 MB
7. Demo Case Study Time Series Prediction with LSTM Part 3.srt	3.4 KB
8. Demo Case Study Sequence Classification.mp4	26.5 MB
8. Demo Case Study Sequence Classification.srt	4.3 KB
9. Demo Case Study Sequence Classification Part 2.mp4	10.1 MB
9. Demo Case Study Sequence Classification Part 2.srt	2.4 KB
Hands-On Keras - Case Study LSTM Sequence Classification.ipynb	14.4 KB
Hands-On Keras - Case Study LSTM.ipynb	201.3 KB
Hands-On Keras - Case Study Time Series Prediction.ipynb	5.9 KB
international-airline-passengers.csv	2.3 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 163