[DesireCourse.Com] Udemy - Data Science Practical Deep Learning in Theano + TensorFlow torrent, magnet, bt

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[DesireCourse.Com] Udemy - Data Science Practical Deep Learning in Theano + TensorFlow

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486.21MB

Convert On:

2019-07-12

Keywords:

DesireCourse Com Udemy Data Science Practical Deep Learning in Theano TensorFlow

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File Name

Size

01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/002 Where does this course fit into your deep learning studies.mp4

5.99MB

01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/003 How to Succeed in this Course.mp4

8.78MB

01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/004 Where to get the MNIST dataset and Establishing a Linear Benchmark.mp4

11.11MB

02 Gradient Descent Full vs Batch vs Stochastic/005 What are full batch and stochastic gradient descent.mp4

5.83MB

02 Gradient Descent Full vs Batch vs Stochastic/006 Full vs Batch vs Stochastic Gradient Descent in code.mp4

13.98MB

03 Momentum and adaptive learning rates/007 Momentum.mp4

3.18MB

03 Momentum and adaptive learning rates/008 Code for training a neural network using momentum.mp4

14.6MB

03 Momentum and adaptive learning rates/009 Variable and adaptive learning rates.mp4

5.09MB

03 Momentum and adaptive learning rates/010 Constant learning rate vs. RMSProp in Code.mp4

10.98MB

04 Choosing Hyperparameters/011 Hyperparameter Optimization Cross-validation Grid Search and Random Search.mp4

5.51MB

04 Choosing Hyperparameters/012 Grid Search in Code.mp4

13.76MB

04 Choosing Hyperparameters/013 Random Search in Code.mp4

7.93MB

05 Theano/014 Theano Basics Variables Functions Expressions Optimization.mp4

19.35MB

05 Theano/015 Building a neural network in Theano.mp4

21.79MB

06 TensorFlow/016 TensorFlow Basics Variables Functions Expressions Optimization.mp4

17.11MB

06 TensorFlow/017 Building a neural network in TensorFlow.mp4

23.84MB

07 GPU Speedup Homework and Other Misc Topics/018 Setting up a GPU Instance on Amazon Web Services.mp4

25.68MB

07 GPU Speedup Homework and Other Misc Topics/019 Can Big Data be used to Speed Up Backpropagation.mp4

5.22MB

07 GPU Speedup Homework and Other Misc Topics/020 Exercises and Concepts Still to be Covered.mp4

4.46MB

07 GPU Speedup Homework and Other Misc Topics/021 How to Improve your Theano and Tensorflow Skills.mp4

7.33MB

07 GPU Speedup Homework and Other Misc Topics/022 Theano vs. TensorFlow.mp4

9.13MB

08 Modern Regularization Techniques/023 Dropout Regularization.mp4

22.7MB

08 Modern Regularization Techniques/024 Dropout Intuition.mp4

6.14MB

09 Project Facial Expression Recognition/025 Facial Expression Recognition Problem Description.mp4

21.43MB

09 Project Facial Expression Recognition/026 The class imbalance problem.mp4

10.11MB

09 Project Facial Expression Recognition/027 Utilities walkthrough.mp4

13.48MB

09 Project Facial Expression Recognition/028 Class-Based ANN in Theano.mp4

43.98MB

09 Project Facial Expression Recognition/029 Class-Based ANN in TensorFlow.mp4

37.39MB

10 Appendix/030 Manually Choosing Learning Rate and Regularization Penalty.mp4

7.06MB

10 Appendix/031 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4

43.92MB

10 Appendix/032 How to Code by Yourself part 1.mp4

24.53MB

10 Appendix/033 How to Code by Yourself part 2.mp4

14.8MB

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754B

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51B

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