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[ TutGee.com ] Udemy - Fundamentals in Neural Networks

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File Name

Size

Get Bonus Downloads Here.url

176B

~Get Your Files Here !/01 - Welcome_/001 Welcome Message_.mp4

35.45MB

~Get Your Files Here !/01 - Welcome_/001 Welcome Message__en.srt

2.44KB

~Get Your Files Here !/01 - Welcome_/002 Course Outline.mp4

20.8MB

~Get Your Files Here !/01 - Welcome_/002 Course Outline_en.srt

1.53KB

~Get Your Files Here !/02 - Artificial Neural Networks/001 Linear Regression.mp4

38.29MB

~Get Your Files Here !/02 - Artificial Neural Networks/001 Linear Regression_en.srt

11.26KB

~Get Your Files Here !/02 - Artificial Neural Networks/002 Logistic Regression.mp4

28.24MB

~Get Your Files Here !/02 - Artificial Neural Networks/002 Logistic Regression_en.srt

8.99KB

~Get Your Files Here !/02 - Artificial Neural Networks/003 Purpose of Neural Networks.mp4

16.68MB

~Get Your Files Here !/02 - Artificial Neural Networks/003 Purpose of Neural Networks_en.srt

14.89KB

~Get Your Files Here !/02 - Artificial Neural Networks/004 Forward Propagation.mp4

21.95MB

~Get Your Files Here !/02 - Artificial Neural Networks/004 Forward Propagation_en.srt

7.57KB

~Get Your Files Here !/02 - Artificial Neural Networks/005 Backward Propagation.mp4

30.29MB

~Get Your Files Here !/02 - Artificial Neural Networks/005 Backward Propagation_en.srt

9.03KB

~Get Your Files Here !/02 - Artificial Neural Networks/006 Activation Function.mp4

33.67MB

~Get Your Files Here !/02 - Artificial Neural Networks/006 Activation Function_en.srt

15.37KB

~Get Your Files Here !/02 - Artificial Neural Networks/007 Cross-entropy Loss Function.mp4

33.6MB

~Get Your Files Here !/02 - Artificial Neural Networks/007 Cross-entropy Loss Function_en.srt

11.42KB

~Get Your Files Here !/02 - Artificial Neural Networks/008 Gradient Descent.mp4

37.56MB

~Get Your Files Here !/02 - Artificial Neural Networks/008 Gradient Descent_en.srt

15.54KB

~Get Your Files Here !/02 - Artificial Neural Networks/009 Lab 1 - Intro to Python.mp4

475.68MB

~Get Your Files Here !/02 - Artificial Neural Networks/009 Lab 1 - Intro to Python_en.srt

54.43KB

~Get Your Files Here !/02 - Artificial Neural Networks/010 Lab 2 - Intro to Tensorflow.mp4

160.19MB

~Get Your Files Here !/02 - Artificial Neural Networks/010 Lab 2 - Intro to Tensorflow_en.srt

18.02KB

~Get Your Files Here !/02 - Artificial Neural Networks/011 Lab 3 - Intro to Neural Network.mp4

162.76MB

~Get Your Files Here !/02 - Artificial Neural Networks/011 Lab 3 - Intro to Neural Network_en.srt

24.66KB

~Get Your Files Here !/02 - Artificial Neural Networks/012 Lab 4 - Functional API.mp4

80.61MB

~Get Your Files Here !/02 - Artificial Neural Networks/012 Lab 4 - Functional API_en.srt

14.3KB

~Get Your Files Here !/02 - Artificial Neural Networks/013 Lab 5 - Building Deeper and Wider Model.mp4

83.16MB

~Get Your Files Here !/02 - Artificial Neural Networks/013 Lab 5 - Building Deeper and Wider Model_en.srt

13.96KB

~Get Your Files Here !/02 - Artificial Neural Networks/37923168-sec1-lab1-intro-to-python.ipynb

59.36KB

~Get Your Files Here !/02 - Artificial Neural Networks/37923170-sec1-lab2-basic-tensors.ipynb

15.68KB

~Get Your Files Here !/02 - Artificial Neural Networks/37923174-sec1-lab3-intro-to-neural-networks.ipynb

38.33KB

~Get Your Files Here !/02 - Artificial Neural Networks/37923178-sec1-lab4-functional-api.ipynb

47.61KB

~Get Your Files Here !/02 - Artificial Neural Networks/37923180-sec1-lab5-wide-deep-model.ipynb

27.26KB

~Get Your Files Here !/03 - Convolutional Neural Network/001 Image data.mp4

19.25MB

~Get Your Files Here !/03 - Convolutional Neural Network/001 Image data_en.srt

8.25KB

~Get Your Files Here !/03 - Convolutional Neural Network/002 Tensor and Matrix.mp4

7.22MB

~Get Your Files Here !/03 - Convolutional Neural Network/002 Tensor and Matrix_en.srt

5.15KB

~Get Your Files Here !/03 - Convolutional Neural Network/003 Convolutional Operation.mp4

15.32MB

~Get Your Files Here !/03 - Convolutional Neural Network/003 Convolutional Operation_en.srt

14.09KB

~Get Your Files Here !/03 - Convolutional Neural Network/004 Padding.mp4

26.47MB

~Get Your Files Here !/03 - Convolutional Neural Network/004 Padding_en.srt

9.01KB

~Get Your Files Here !/03 - Convolutional Neural Network/005 Stride.mp4

17.04MB

~Get Your Files Here !/03 - Convolutional Neural Network/005 Stride_en.srt

6.98KB

~Get Your Files Here !/03 - Convolutional Neural Network/006 Convolution in 2D and 3D.mp4

18.1MB

~Get Your Files Here !/03 - Convolutional Neural Network/006 Convolution in 2D and 3D_en.srt

7.66KB

~Get Your Files Here !/03 - Convolutional Neural Network/007 VGG16.mp4

50.28MB

~Get Your Files Here !/03 - Convolutional Neural Network/007 VGG16_en.srt

11.22KB

~Get Your Files Here !/03 - Convolutional Neural Network/008 Residual Network.mp4

25.64MB

~Get Your Files Here !/03 - Convolutional Neural Network/008 Residual Network_en.srt

11.21KB

~Get Your Files Here !/03 - Convolutional Neural Network/009 Lab 1 - Intro to Conv1D.mp4

89.96MB

~Get Your Files Here !/03 - Convolutional Neural Network/009 Lab 1 - Intro to Conv1D_en.srt

12.72KB

~Get Your Files Here !/03 - Convolutional Neural Network/010 Lab 2 - Intro to CNN.mp4

183.73MB

~Get Your Files Here !/03 - Convolutional Neural Network/010 Lab 2 - Intro to CNN_en.srt

30.84KB

~Get Your Files Here !/03 - Convolutional Neural Network/011 Lab 3 - Deep CNN.mp4

124.41MB

~Get Your Files Here !/03 - Convolutional Neural Network/011 Lab 3 - Deep CNN_en.srt

23.16KB

~Get Your Files Here !/03 - Convolutional Neural Network/012 Lab 4 - Transfer Learning.mp4

173.54MB

~Get Your Files Here !/03 - Convolutional Neural Network/012 Lab 4 - Transfer Learning_en.srt

25.21KB

~Get Your Files Here !/03 - Convolutional Neural Network/37923184-sec2-lab1-intro-conv1D.ipynb

6.3KB

~Get Your Files Here !/03 - Convolutional Neural Network/37923190-sec2-lab2-cnn.ipynb

479.37KB

~Get Your Files Here !/03 - Convolutional Neural Network/37923192-sec2-lab3-deep-cnn.ipynb

94.18KB

~Get Your Files Here !/03 - Convolutional Neural Network/37923752-sec2-lab4-transfer-learning.ipynb

2.19MB

~Get Your Files Here !/04 - Recurrent Neural Network/001 Welcome to RNN.mp4

1.31MB

~Get Your Files Here !/04 - Recurrent Neural Network/001 Welcome to RNN_en.srt

1.13KB

~Get Your Files Here !/04 - Recurrent Neural Network/002 Why Use RNN.mp4

16.46MB

~Get Your Files Here !/04 - Recurrent Neural Network/002 Why Use RNN_en.srt

9.5KB

~Get Your Files Here !/04 - Recurrent Neural Network/003 Language Processing.mp4

29.89MB

~Get Your Files Here !/04 - Recurrent Neural Network/003 Language Processing_en.srt

13.15KB

~Get Your Files Here !/04 - Recurrent Neural Network/004 Forward Propagation in RNN.mp4

32.98MB

~Get Your Files Here !/04 - Recurrent Neural Network/004 Forward Propagation in RNN_en.srt

14.56KB

~Get Your Files Here !/04 - Recurrent Neural Network/005 Backward Propagation Through Time.mp4

33.84MB

~Get Your Files Here !/04 - Recurrent Neural Network/005 Backward Propagation Through Time_en.srt

10.84KB

~Get Your Files Here !/04 - Recurrent Neural Network/006 Gated Recurrent Unit (GRU).mp4

13.31MB

~Get Your Files Here !/04 - Recurrent Neural Network/006 Gated Recurrent Unit (GRU)_en.srt

11.13KB

~Get Your Files Here !/04 - Recurrent Neural Network/007 Long Short Term Memory (LSTM).mp4

34.15MB

~Get Your Files Here !/04 - Recurrent Neural Network/007 Long Short Term Memory (LSTM)_en.srt

10.66KB

~Get Your Files Here !/04 - Recurrent Neural Network/008 Bi-directional RNN.mp4

17.62MB

~Get Your Files Here !/04 - Recurrent Neural Network/008 Bi-directional RNN_en.srt

7.21KB

~Get Your Files Here !/04 - Recurrent Neural Network/009 Lab 1 - RNN in Text Classification.mp4

131.76MB

~Get Your Files Here !/04 - Recurrent Neural Network/009 Lab 1 - RNN in Text Classification_en.srt

20.62KB

~Get Your Files Here !/04 - Recurrent Neural Network/010 Lab 2 - Sequence to Sequence Stock Candlestick Forecast.mp4

212.82MB

~Get Your Files Here !/04 - Recurrent Neural Network/010 Lab 2 - Sequence to Sequence Stock Candlestick Forecast_en.srt

34.73KB

~Get Your Files Here !/04 - Recurrent Neural Network/37923202-sec3-lab1-text-classification-rnn.ipynb

120.39KB

~Get Your Files Here !/04 - Recurrent Neural Network/37923960-sec3-lab2-stock-market-candlestick-prediction.ipynb

262.67KB

~Get Your Files Here !/Bonus Resources.txt

357B

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