[ DevCourseWeb.com ] Udemy - Hands-On Keras for Machine Learning Engineers
大小
1.13 GB
文件数
163
Info Hash:
790606F3F5F691145D2C48A1A361F6ACAE8B9725
收录时间
2026-01-02 19:48:46
更新时间
2026-01-02 19:48:46
文件列表 (163)
Get Bonus Downloads Here.url
182 B
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
25.21 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
3.01 KB
~Get Your Files Here !/1. Introduction/2. What You'll Learn in this Course.mp4
23.5 MB
~Get Your Files Here !/1. Introduction/2. What You'll Learn in this Course.srt
2.78 KB
~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.mp4
15.16 MB
~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.srt
1.62 KB
~Get Your Files Here !/1. Introduction/4. What is Keras.mp4
4.61 MB
~Get Your Files Here !/1. Introduction/4. What is Keras.srt
2.29 KB
~Get Your Files Here !/2. Foundations/1. Theano.mp4
25.16 MB
~Get Your Files Here !/2. Foundations/1. Theano.srt
3.35 KB
~Get Your Files Here !/2. Foundations/10. Performance Evaluation on Neural Networks.mp4
27.5 MB
~Get Your Files Here !/2. Foundations/10. Performance Evaluation on Neural Networks.srt
2.37 KB
~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.mp4
23.25 MB
~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.srt
5.47 KB
~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.mp4
16.74 MB
~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.srt
1.94 KB
~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.mp4
9.19 MB
~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.srt
2.17 KB
~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.mp4
19.93 MB
~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.srt
3.86 KB
~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.mp4
24.26 MB
~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.srt
2.39 KB
~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.mp4
26.53 MB
~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.srt
7.06 KB
~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.mp4
25.34 MB
~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.srt
2.27 KB
~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.mp4
17.05 MB
~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.srt
4.43 KB
~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.mp4
10.59 MB
~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.srt
2.45 KB
~Get Your Files Here !/2. Foundations/2. TensorFlow.mp4
7.6 MB
~Get Your Files Here !/2. Foundations/2. TensorFlow.srt
4.88 KB
~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.mp4
18.74 MB
~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.srt
4.51 KB
~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.mp4
21.19 MB
~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.srt
1.9 KB
~Get Your Files Here !/2. Foundations/22. Demo Case Study on Regression Part 2.mp4
16.5 MB
~Get Your Files Here !/2. Foundations/22. Demo Case Study on Regression Part 2.srt
4.25 KB
~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.mp4
16.58 MB
~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.srt
4.55 KB
~Get Your Files Here !/2. Foundations/3. Artificial Neural Network Anatomy.mp4
17.5 MB
~Get Your Files Here !/2. Foundations/3. Artificial Neural Network Anatomy.srt
4.69 KB
~Get Your Files Here !/2. Foundations/4. Deep Learning.mp4
1.9 MB
~Get Your Files Here !/2. Foundations/4. Deep Learning.srt
1.32 KB
~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.mp4
7.42 MB
~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.srt
9.99 KB
~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.mp4
7.85 MB
~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.srt
3.57 KB
~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.mp4
18.66 MB
~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.srt
4.82 KB
~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.mp4
14.05 MB
~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.srt
5.07 KB
~Get Your Files Here !/2. Foundations/9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.mp4
10 MB
~Get Your Files Here !/2. Foundations/9. Demo Case Study on Pima Indian Diabetes Dataset Fit and Evaluate.srt
2.9 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Basic TensorFlow.ipynb
958 B
~Get Your Files Here !/2. Foundations/Hand-On Keras - Basic Theano.ipynb
1.02 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Binary Classification.ipynb
7.53 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Pima Indians dataset.ipynb
1.49 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Regression.ipynb
6.28 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Data Segmentation.ipynb
57.42 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Multiclass Classification.ipynb
2.68 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Cross Validation .ipynb
3.9 KB
~Get Your Files Here !/2. Foundations/Hand-On Keras - Grid Search.ipynb
8.85 KB
~Get Your Files Here !/2. Foundations/housing.csv
47.93 KB
~Get Your Files Here !/2. Foundations/pima.csv
22.73 KB
~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.mp4
17.84 MB
~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.srt
1.4 KB
~Get Your Files Here !/3. Going Deeper with Keras/10. Dropout Tips.mp4
4.84 MB
~Get Your Files Here !/3. Going Deeper with Keras/10. Dropout Tips.srt
3.7 KB
~Get Your Files Here !/3. Going Deeper with Keras/11. Learning Rate Defined.mp4
37.9 MB
~Get Your Files Here !/3. Going Deeper with Keras/11. Learning Rate Defined.srt
4.7 KB
~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.mp4
25.16 MB
~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.srt
3.56 KB
~Get Your Files Here !/3. Going Deeper with Keras/13. Demo Case Study Learning Rates.mp4
27.8 MB
~Get Your Files Here !/3. Going Deeper with Keras/13. Demo Case Study Learning Rates.srt
2.82 KB
~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.mp4
5.18 MB
~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.srt
1.53 KB
~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.mp4
7.38 MB
~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.srt
2.23 KB
~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.mp4
12.57 MB
~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.srt
2.68 KB
~Get Your Files Here !/3. Going Deeper with Keras/3. Save Neural Network to YAML.mp4
6.9 MB
~Get Your Files Here !/3. Going Deeper with Keras/3. Save Neural Network to YAML.srt
1.16 KB
~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.mp4
20.29 MB
~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.srt
4.31 KB
~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.mp4
6.93 MB
~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.srt
1.93 KB
~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.mp4
18.36 MB
~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.srt
2.07 KB
~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.mp4
5.48 MB
~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.srt
1.89 KB
~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.mp4
30.07 MB
~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.srt
3.27 KB
~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.mp4
18.88 MB
~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.srt
4.4 KB
~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Case Study Check Points.ipynb
16.61 KB
~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to JSON.ipynb
3.71 KB
~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to YAML.ipynb
3.71 KB
~Get Your Files Here !/3. Going Deeper with Keras/Hands-On Keras - Case Study on Learning Rates.ipynb
3.44 KB
~Get Your Files Here !/3. Going Deeper with Keras/Hands-On Keras - Dropout Case Study.ipynb
4.62 KB
~Get Your Files Here !/4. Convolutional Neural Networks/1. Convolutional Neural Networks.mp4
36.26 MB
~Get Your Files Here !/4. Convolutional Neural Networks/1. Convolutional Neural Networks.srt
6.51 KB
~Get Your Files Here !/4. Convolutional Neural Networks/10. Object Recognition.mp4
27.88 MB
~Get Your Files Here !/4. Convolutional Neural Networks/10. Object Recognition.srt
2.42 KB
~Get Your Files Here !/4. Convolutional Neural Networks/11. Demo Case Study Object Recognition.mp4
15.34 MB
~Get Your Files Here !/4. Convolutional Neural Networks/11. Demo Case Study Object Recognition.srt
3.7 KB
~Get Your Files Here !/4. Convolutional Neural Networks/12. Improving Model Performance.mp4
1.68 MB
~Get Your Files Here !/4. Convolutional Neural Networks/12. Improving Model Performance.srt
1.85 KB
~Get Your Files Here !/4. Convolutional Neural Networks/13. Sentiment Analysis in Keras.mp4
24.05 MB
~Get Your Files Here !/4. Convolutional Neural Networks/13. Sentiment Analysis in Keras.srt
2.51 KB
~Get Your Files Here !/4. Convolutional Neural Networks/14. IMDB Dataset Properties.mp4
3.73 MB
~Get Your Files Here !/4. Convolutional Neural Networks/14. IMDB Dataset Properties.srt
1.62 KB
~Get Your Files Here !/4. Convolutional Neural Networks/15. Word Embedding Defined.mp4
4.08 MB
~Get Your Files Here !/4. Convolutional Neural Networks/15. Word Embedding Defined.srt
3 KB
~Get Your Files Here !/4. Convolutional Neural Networks/16. Demo Case Study Word Embedding.mp4
13.98 MB
~Get Your Files Here !/4. Convolutional Neural Networks/16. Demo Case Study Word Embedding.srt
3.37 KB
~Get Your Files Here !/4. Convolutional Neural Networks/17. Demo Case Study Word Embedding Part 2.mp4
12.94 MB
~Get Your Files Here !/4. Convolutional Neural Networks/17. Demo Case Study Word Embedding Part 2.srt
3.34 KB
~Get Your Files Here !/4. Convolutional Neural Networks/2. Demo Case Study Hand Written Digit Recognition.mp4
22.99 MB
~Get Your Files Here !/4. Convolutional Neural Networks/2. Demo Case Study Hand Written Digit Recognition.srt
3.61 KB
~Get Your Files Here !/4. Convolutional Neural Networks/3. Demo Case Study Hand Written Digit Recognition Part 2.mp4
19.51 MB
~Get Your Files Here !/4. Convolutional Neural Networks/3. Demo Case Study Hand Written Digit Recognition Part 2.srt
4.9 KB
~Get Your Files Here !/4. Convolutional Neural Networks/4. Demo Case Study Hand Written Digit Recognition Part 3.mp4
16.63 MB
~Get Your Files Here !/4. Convolutional Neural Networks/4. Demo Case Study Hand Written Digit Recognition Part 3.srt
4.09 KB
~Get Your Files Here !/4. Convolutional Neural Networks/5. Demo Case Study Hand Written Digit Recognition Part 4.mp4
9.17 MB
~Get Your Files Here !/4. Convolutional Neural Networks/5. Demo Case Study Hand Written Digit Recognition Part 4.srt
2.16 KB
~Get Your Files Here !/4. Convolutional Neural Networks/6. Image Augmentation.mp4
48.06 MB
~Get Your Files Here !/4. Convolutional Neural Networks/6. Image Augmentation.srt
2.79 KB
~Get Your Files Here !/4. Convolutional Neural Networks/7. Demo Case Study Image Augmentation.mp4
8.18 MB
~Get Your Files Here !/4. Convolutional Neural Networks/7. Demo Case Study Image Augmentation.srt
1.94 KB
~Get Your Files Here !/4. Convolutional Neural Networks/8. Demo Case Study Image Augmentation Part 2.mp4
19.13 MB
~Get Your Files Here !/4. Convolutional Neural Networks/8. Demo Case Study Image Augmentation Part 2.srt
4.08 KB
~Get Your Files Here !/4. Convolutional Neural Networks/9. Image Augmentation Tips.mp4
1.61 MB
~Get Your Files Here !/4. Convolutional Neural Networks/9. Image Augmentation Tips.srt
2.02 KB
~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Case Study Hand Written Digit Recognition.ipynb
6.98 KB
~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Case Study Image Augmentation.ipynb
6.44 KB
~Get Your Files Here !/4. Convolutional Neural Networks/Hands-On Keras - Sentiment Analysis.ipynb
22.22 KB
~Get Your Files Here !/5. Recurrent Neural Networks/1. Recurrent Neural Networks.mp4
26.18 MB
~Get Your Files Here !/5. Recurrent Neural Networks/1. Recurrent Neural Networks.srt
3.34 KB
~Get Your Files Here !/5. Recurrent Neural Networks/10. Congratulations.html
452 B
~Get Your Files Here !/5. Recurrent Neural Networks/11. Bonus Lecture Tons of Free Machine Learning Content.html
1.69 KB
~Get Your Files Here !/5. Recurrent Neural Networks/2. Demo Case Study Time Series Prediction.mp4
16.71 MB
~Get Your Files Here !/5. Recurrent Neural Networks/2. Demo Case Study Time Series Prediction.srt
2.32 KB
~Get Your Files Here !/5. Recurrent Neural Networks/3. Demo Case Study Time Series Prediction Part 2.mp4
21.22 MB
~Get Your Files Here !/5. Recurrent Neural Networks/3. Demo Case Study Time Series Prediction Part 2.srt
6.24 KB
~Get Your Files Here !/5. Recurrent Neural Networks/4. Demo Case Study Time Series Prediction Part 3.mp4
9.94 MB
~Get Your Files Here !/5. Recurrent Neural Networks/4. Demo Case Study Time Series Prediction Part 3.srt
2.17 KB
~Get Your Files Here !/5. Recurrent Neural Networks/5. Demo Case Study Time Series Prediction with LSTM.mp4
26.24 MB
~Get Your Files Here !/5. Recurrent Neural Networks/5. Demo Case Study Time Series Prediction with LSTM.srt
3.91 KB
~Get Your Files Here !/5. Recurrent Neural Networks/6. Demo Case Study Time Series Prediction with LSTM Part 2.mp4
22.43 MB
~Get Your Files Here !/5. Recurrent Neural Networks/6. Demo Case Study Time Series Prediction with LSTM Part 2.srt
3.5 KB
~Get Your Files Here !/5. Recurrent Neural Networks/7. Demo Case Study Time Series Prediction with LSTM Part 3.mp4
18.46 MB
~Get Your Files Here !/5. Recurrent Neural Networks/7. Demo Case Study Time Series Prediction with LSTM Part 3.srt
3.31 KB
~Get Your Files Here !/5. Recurrent Neural Networks/8. Demo Case Study Sequence Classification.mp4
25.28 MB
~Get Your Files Here !/5. Recurrent Neural Networks/8. Demo Case Study Sequence Classification.srt
4.15 KB
~Get Your Files Here !/5. Recurrent Neural Networks/9. Demo Case Study Sequence Classification Part 2.mp4
9.66 MB
~Get Your Files Here !/5. Recurrent Neural Networks/9. Demo Case Study Sequence Classification Part 2.srt
2.3 KB
~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study LSTM Sequence Classification.ipynb
14.02 KB
~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study LSTM.ipynb
196.62 KB
~Get Your Files Here !/5. Recurrent Neural Networks/Hands-On Keras - Case Study Time Series Prediction.ipynb
5.72 KB
~Get Your Files Here !/5. Recurrent Neural Networks/international-airline-passengers.csv
2.28 KB
~Get Your Files Here !/Bonus Resources.txt
357 B