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Udemy - Hands-On Keras for Machine Learning Engineers

Udemy - Hands-On Keras for Machine Learning Engineers

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Description
Hands-On Keras for Machine Learning Engineers



https://DevCourseWeb.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 70 lectures (2h 15m) | Size: 1 GB
A Step-by-Step Guide to Building Deep Learning Models in Keras
What you'll learn:
How to use more advanced techniques required for developing state-of-the-art deep learning models
How to build larger models for image and text data
How to use advanced image augmentation techniques in order to lift model performance
An in-depth introduction to the Keras deep learning library
How to develop and evaluate neural network models end-to-end
How to serialize your models to disk

Requirements
A basic understanding of programming in Python
Familiarity with the machine learning process

Description
** Mike's courses are popular with many of our clients." Josh Gordon, Developer Advocate, Google **

"This is well developed with an appropriate level of animation and illustration." - Bruce

File list
  • Udemy - Hands-On Keras for Machine Learning Engineers
  • ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 25.2 MB
  • ~Get Your Files Here !/1. Introduction/1. Introduction.srt 3 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 2.8 KB
  • ~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.mp4 15.2 MB
  • ~Get Your Files Here !/1. Introduction/3. Is this Course Right for You.srt 1.6 KB
  • ~Get Your Files Here !/1. Introduction/4. What is Keras.mp4 4.6 MB
  • ~Get Your Files Here !/1. Introduction/4. What is Keras.srt 2.3 KB
  • ~Get Your Files Here !/2. Foundations/1. Theano.mp4 25.2 MB
  • ~Get Your Files Here !/2. Foundations/1. Theano.srt 3.3 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 2.4 KB
  • ~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.mp4 23.2 MB
  • ~Get Your Files Here !/2. Foundations/11. Demo Case Study on Data Segmentation.srt 5.5 KB
  • ~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.mp4 16.7 MB
  • ~Get Your Files Here !/2. Foundations/12. Scikit-Learn For General Machine Learning.srt 1.9 KB
  • ~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.mp4 9.2 MB
  • ~Get Your Files Here !/2. Foundations/13. Evaluate Models with Cross-Validation.srt 2.2 KB
  • ~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.mp4 19.9 MB
  • ~Get Your Files Here !/2. Foundations/14. Grid Search Deep Learning Model Parameters.srt 3.9 KB
  • ~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.mp4 24.3 MB
  • ~Get Your Files Here !/2. Foundations/15. Demo Case Study on Multiclass Classification.srt 2.4 KB
  • ~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.mp4 26.5 MB
  • ~Get Your Files Here !/2. Foundations/16. Demo Case Study on Multiclass Classification Part 2.srt 7.1 KB
  • ~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.mp4 25.3 MB
  • ~Get Your Files Here !/2. Foundations/17. Demo Case Study on Binary Classification.srt 2.3 KB
  • ~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.mp4 17.1 MB
  • ~Get Your Files Here !/2. Foundations/18. Demo Case Study on Binary Classification Part 2.srt 4.4 KB
  • ~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.mp4 10.6 MB
  • ~Get Your Files Here !/2. Foundations/19. Demo Case Study on Binary Classification Part 3.srt 2.5 KB
  • ~Get Your Files Here !/2. Foundations/2. TensorFlow.mp4 7.6 MB
  • ~Get Your Files Here !/2. Foundations/2. TensorFlow.srt 4.9 KB
  • ~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.mp4 18.7 MB
  • ~Get Your Files Here !/2. Foundations/20. Demo Case Study on Binary Classification Part 4.srt 4.5 KB
  • ~Get Your Files Here !/2. Foundations/21. Demo Case Study on Regression.mp4 21.2 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 4.2 KB
  • ~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.mp4 16.6 MB
  • ~Get Your Files Here !/2. Foundations/23. Demo Case Study on Regression Part 3.srt 4.6 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 4.7 KB
  • ~Get Your Files Here !/2. Foundations/4. Deep Learning.mp4 1.9 MB
  • ~Get Your Files Here !/2. Foundations/4. Deep Learning.srt 1.3 KB
  • ~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.mp4 7.4 MB
  • ~Get Your Files Here !/2. Foundations/5. Keras Life Cycle.srt 10 KB
  • ~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.mp4 7.8 MB
  • ~Get Your Files Here !/2. Foundations/6. Keras Code Anatomy.srt 3.6 KB
  • ~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.mp4 18.7 MB
  • ~Get Your Files Here !/2. Foundations/7. Demo Case Study on Pima Indian Diabetes Dataset Load Data.srt 4.8 KB
  • ~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.mp4 14 MB
  • ~Get Your Files Here !/2. Foundations/8. Demo Case Study on Pima Indian Diabetes Dataset Define and Compile.srt 5.1 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 KB
  • ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Binary Classification.ipynb 7.5 KB
  • ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Data Segmentation.ipynb 57.4 KB
  • ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study on Multiclass Classification.ipynb 2.7 KB
  • ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Pima Indians dataset.ipynb 1.5 KB
  • ~Get Your Files Here !/2. Foundations/Hand-On Keras - Case Study Regression.ipynb 6.3 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 8.8 KB
  • ~Get Your Files Here !/2. Foundations/housing.csv 47.9 KB
  • ~Get Your Files Here !/2. Foundations/pima.csv 22.7 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/1. Model Serialization.mp4 17.8 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 4.8 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 25.2 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/12. Configure Learning Rate.srt 3.6 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 2.8 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.mp4 5.2 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/14. Demo Case Study Learning Rates Part 2.srt 1.5 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.mp4 7.4 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/15. Demo Case Study Learning Rates Part 3.srt 2.2 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.mp4 12.6 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/2. Save Neural Network to JSON.srt 2.7 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 1.2 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.mp4 20.3 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/4. Demo Case Study on Checkpointing.srt 4.3 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.mp4 6.9 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/5. Demo Case Study on Checkpointing Part 2.srt 1.9 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.mp4 18.4 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/6. Plotting History.srt 2.1 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.mp4 5.5 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/7. Visualize Model Training History in Keras.srt 1.9 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.mp4 30.1 MB
  • ~Get Your Files Here !/3. Going Deeper with Keras/8. Demo Case Study on Dropping Out.srt 3.3 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/9. Demo Case Study on Dropping Out Part 2.mp4 18.9 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 16.6 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to JSON.ipynb 3.7 KB
  • ~Get Your Files Here !/3. Going Deeper with Keras/Hand-On Keras - Serialization to YAML.ipynb 3.7 KB

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