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[DownTuts.Com] Udemy - Deep Learning Recurrent Neural Networks with Python

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File Name
Size
01 Introduction to Course/001 Introduction to Instructor and Aisciences.en.srt
15 kB
01 Introduction to Course/001 Introduction to Instructor and Aisciences.mp4
55 MB
01 Introduction to Course/002 Focus of the Course.en.srt
11 kB
01 Introduction to Course/002 Focus of the Course.mp4
33 MB
01 Introduction to Course/003 Request for Your Honest Review.en.srt
2.5 kB
01 Introduction to Course/003 Request for Your Honest Review.mp4
29 MB
01 Introduction to Course/004 Link to oneDrive and Github to get the Python Notebooks.html
2.3 kB
02 Applications of RNN (Motivation)/001 Human Activity Recognition.en.srt
9.3 kB
02 Applications of RNN (Motivation)/001 Human Activity Recognition.mp4
51 MB
02 Applications of RNN (Motivation)/002 Image Captioning.en.srt
7.5 kB
02 Applications of RNN (Motivation)/002 Image Captioning.mp4
59 MB
02 Applications of RNN (Motivation)/003 Machine Translation.en.srt
9.8 kB
02 Applications of RNN (Motivation)/003 Machine Translation.mp4
47 MB
02 Applications of RNN (Motivation)/004 Speech Recognition.en.srt
6.8 kB
02 Applications of RNN (Motivation)/004 Speech Recognition.mp4
41 MB
02 Applications of RNN (Motivation)/005 Stock Price Predictions.en.srt
7.6 kB
02 Applications of RNN (Motivation)/005 Stock Price Predictions.mp4
63 MB
02 Applications of RNN (Motivation)/006 When to Model RNN.en.srt
23 kB
02 Applications of RNN (Motivation)/006 When to Model RNN.mp4
96 MB
02 Applications of RNN (Motivation)/007 Activity.en.srt
3.0 kB
02 Applications of RNN (Motivation)/007 Activity.mp4
15 MB
03 DNN Overview/001 Introduction to Deep Learning Module.en.srt
4.4 kB
03 DNN Overview/001 Introduction to Deep Learning Module.mp4
11 MB
03 DNN Overview/002 Neuron and Perceptron.en.srt
13 kB
03 DNN Overview/002 Neuron and Perceptron.mp4
71 MB
03 DNN Overview/003 DNN Architecture.en.srt
9.8 kB
03 DNN Overview/003 DNN Architecture.mp4
40 MB
03 DNN Overview/004 FeedForward FullyConnected MLP.en.srt
5.7 kB
03 DNN Overview/004 FeedForward FullyConnected MLP.mp4
25 MB
03 DNN Overview/005 Calculating Number of Weights of DNN.en.srt
7.6 kB
03 DNN Overview/005 Calculating Number of Weights of DNN.mp4
33 MB
03 DNN Overview/006 Number of Nuerons vs Number of Layers.en.srt
11 kB
03 DNN Overview/006 Number of Nuerons vs Number of Layers.mp4
34 MB
03 DNN Overview/007 Discriminative vs Generative Learning.en.srt
6.1 kB
03 DNN Overview/007 Discriminative vs Generative Learning.mp4
36 MB
03 DNN Overview/008 Universal Approximation Therorem.en.srt
8.0 kB
03 DNN Overview/008 Universal Approximation Therorem.mp4
49 MB
03 DNN Overview/009 Why Depth.en.srt
5.1 kB
03 DNN Overview/009 Why Depth.mp4
18 MB
03 DNN Overview/010 Decision Boundary in DNN.en.srt
6.9 kB
03 DNN Overview/010 Decision Boundary in DNN.mp4
33 MB
03 DNN Overview/011 Bias Term.en.srt
6.5 kB
03 DNN Overview/011 Bias Term.mp4
43 MB
03 DNN Overview/012 Activation Function.en.srt
9.7 kB
03 DNN Overview/012 Activation Function.mp4
43 MB
03 DNN Overview/013 DNN Training Parameters.en.srt
13 kB
03 DNN Overview/013 DNN Training Parameters.mp4
52 MB
03 DNN Overview/014 Gradient Descent.en.srt
9.9 kB
03 DNN Overview/014 Gradient Descent.mp4
41 MB
03 DNN Overview/015 Backpropagation.en.srt
14 kB
03 DNN Overview/015 Backpropagation.mp4
56 MB
03 DNN Overview/016 Training DNN Animantion.en.srt
4.3 kB
03 DNN Overview/016 Training DNN Animantion.mp4
48 MB
03 DNN Overview/017 Weigth Initialization.en.srt
12 kB
03 DNN Overview/017 Weigth Initialization.mp4
64 MB
03 DNN Overview/018 Batch miniBatch Stocastic.en.srt
11 kB
03 DNN Overview/018 Batch miniBatch Stocastic.mp4
54 MB
03 DNN Overview/019 Batch Normalization.en.srt
6.7 kB
03 DNN Overview/019 Batch Normalization.mp4
34 MB
03 DNN Overview/020 Rprop Momentum.en.srt
16 kB
03 DNN Overview/020 Rprop Momentum.mp4
85 MB
03 DNN Overview/021 Convergence Animation.en.srt
4.3 kB
03 DNN Overview/021 Convergence Animation.mp4
48 MB
03 DNN Overview/022 DropOut EarlyStopping Hyperparameters.en.srt
17 kB
03 DNN Overview/022 DropOut EarlyStopping Hyperparameters.mp4
78 MB
04 RNN Architecture/001 Introduction to Module.en.srt
7.2 kB
04 RNN Architecture/001 Introduction to Module.mp4
20 MB
04 RNN Architecture/002 Fixed Length Memory Model.en.srt
10 kB
04 RNN Architecture/002 Fixed Length Memory Model.mp4
50 MB
04 RNN Architecture/003 Infinite Memory Architecture.en.srt
12 kB
04 RNN Architecture/003 Infinite Memory Architecture.mp4
60 MB
04 RNN Architecture/004 Weight Sharing.en.srt
16 kB
04 RNN Architecture/004 Weight Sharing.mp4
78 MB
04 RNN Architecture/005 Notations.en.srt
9.3 kB
04 RNN Architecture/005 Notations.mp4
46 MB
04 RNN Architecture/006 ManyToMany Model.en.srt
13 kB
04 RNN Architecture/006 ManyToMany Model.mp4
52 MB
04 RNN Architecture/007 OneToMany Model.en.srt
8.9 kB
04 RNN Architecture/007 OneToMany Model.mp4
40 MB
04 RNN Architecture/008 ManyToOne Model.en.srt
6.2 kB
04 RNN Architecture/008 ManyToOne Model.mp4
30 MB
04 RNN Architecture/009 Activity Many to One.en.srt
7.7 kB
04 RNN Architecture/009 Activity Many to One.mp4
32 MB
04 RNN Architecture/010 ManyToMany Different Sizes Model.en.srt
10 kB
04 RNN Architecture/010 ManyToMany Different Sizes Model.mp4
59 MB
04 RNN Architecture/011 Activity Many to Many Nmt.en.srt
5.6 kB
04 RNN Architecture/011 Activity Many to Many Nmt.mp4
25 MB
04 RNN Architecture/012 Models Summary.en.srt
4.0 kB
04 RNN Architecture/012 Models Summary.mp4
21 MB
04 RNN Architecture/013 Deep RNNs.en.srt
9.4 kB
04 RNN Architecture/013 Deep RNNs.mp4
41 MB
05 Gradient Decsent in RNN/001 Introduction to Gradient Descent Module.en.srt
9.4 kB
05 Gradient Decsent in RNN/001 Introduction to Gradient Descent Module.mp4
32 MB
05 Gradient Decsent in RNN/002 Example Setup.en.srt
9.2 kB
05 Gradient Decsent in RNN/002 Example Setup.mp4
27 MB
05 Gradient Decsent in RNN/003 Equations.en.srt
6.3 kB
05 Gradient Decsent in RNN/003 Equations.mp4
37 MB
05 Gradient Decsent in RNN/004 Loss Function.en.srt
9.3 kB
05 Gradient Decsent in RNN/004 Loss Function.mp4
43 MB
05 Gradient Decsent in RNN/005 Why Gradients.en.srt
7.1 kB
05 Gradient Decsent in RNN/005 Why Gradients.mp4
33 MB
05 Gradient Decsent in RNN/006 Chain Rule.en.srt
8.3 kB
05 Gradient Decsent in RNN/006 Chain Rule.mp4
42 MB
05 Gradient Decsent in RNN/007 Chain Rule in Action.en.srt
6.8 kB
05 Gradient Decsent in RNN/007 Chain Rule in Action.mp4
37 MB
05 Gradient Decsent in RNN/008 BackPropagation Through Time.en.srt
10 kB
05 Gradient Decsent in RNN/008 BackPropagation Through Time.mp4
71 MB
05 Gradient Decsent in RNN/009 Activity.en.srt
2.5 kB
05 Gradient Decsent in RNN/009 Activity.mp4
8.6 MB
06 RNN implementation/001 Automatic Diffrenciation.en.srt
4.8 kB
06 RNN implementation/001 Automatic Diffrenciation.mp4
16 MB
06 RNN implementation/002 Automatic Diffrenciation Pytorch.en.srt
10 kB
06 RNN implementation/002 Automatic Diffrenciation Pytorch.mp4
34 MB
06 RNN implementation/003 Language Modeling Next Word Prediction Vocabulary Index.en.srt
4.3 kB
06 RNN implementation/003 Language Modeling Next Word Prediction Vocabulary Index.mp4
20 MB
06 RNN implementation/004 Language Modeling Next Word Prediction Vocabulary Index Embeddings.en.srt
3.9 kB
06 RNN implementation/004 Language Modeling Next Word Prediction Vocabulary Index Embeddings.mp4
20 MB
06 RNN implementation/005 Language Modeling Next Word Prediction RNN Architecture.en.srt
4.8 kB
06 RNN implementation/005 Language Modeling Next Word Prediction RNN Architecture.mp4
19 MB
06 RNN implementation/006 Language Modeling Next Word Prediction Python 1.en.srt
7.6 kB
06 RNN implementation/006 Language Modeling Next Word Prediction Python 1.mp4
36 MB
06 RNN implementation/007 Language Modeling Next Word Prediction Python 2.en.srt
8.7 kB
06 RNN implementation/007 Language Modeling Next Word Prediction Python 2.mp4
49 MB
06 RNN implementation/008 Language Modeling Next Word Prediction Python 3.en.srt
7.7 kB
06 RNN implementation/008 Language Modeling Next Word Prediction Python 3.mp4
54 MB
06 RNN implementation/009 Language Modeling Next Word Prediction Python 4.en.srt
5.5 kB
06 RNN implementation/009 Language Modeling Next Word Prediction Python 4.mp4
32 MB
06 RNN implementation/010 Language Modeling Next Word Prediction Python 5.en.srt
4.7 kB
06 RNN implementation/010 Language Modeling Next Word Prediction Python 5.mp4
25 MB
06 RNN implementation/011 Language Modeling Next Word Prediction Python 6.en.srt
15 kB
06 RNN implementation/011 Language Modeling Next Word Prediction Python 6.mp4
90 MB
07 Sentiment Classification using RNN/001 Vocabulary Implementation.en.srt
10 kB
07 Sentiment Classification using RNN/001 Vocabulary Implementation.mp4
73 MB
07 Sentiment Classification using RNN/002 Vocabulary Implementation Helpers.en.srt
5.1 kB
07 Sentiment Classification using RNN/002 Vocabulary Implementation Helpers.mp4
36 MB
07 Sentiment Classification using RNN/003 Vocabulary Implementation From File.en.srt
6.7 kB
07 Sentiment Classification using RNN/003 Vocabulary Implementation From File.mp4
42 MB
07 Sentiment Classification using RNN/004 Vectorizer.en.srt
5.4 kB
07 Sentiment Classification using RNN/004 Vectorizer.mp4
26 MB
07 Sentiment Classification using RNN/005 RNN Setup 1.en.srt
7.4 kB
07 Sentiment Classification using RNN/005 RNN Setup 1.mp4
49 MB
07 Sentiment Classification using RNN/006 RNN Setup 2.en.srt
26 kB
07 Sentiment Classification using RNN/006 RNN Setup 2.mp4
170 MB
07 Sentiment Classification using RNN/007 WhatNext.en.srt
4.2 kB
07 Sentiment Classification using RNN/007 WhatNext.mp4
23 MB
08 Vanishing Gradients in RNN/001 Introduction to Better RNNs Module.en.srt
8.3 kB
08 Vanishing Gradients in RNN/001 Introduction to Better RNNs Module.mp4
31 MB
08 Vanishing Gradients in RNN/002 Introduction Vanishing Gradients in RNN.en.srt
9.4 kB
08 Vanishing Gradients in RNN/002 Introduction Vanishing Gradients in RNN.mp4
46 MB
08 Vanishing Gradients in RNN/003 GRU.en.srt
13 kB
08 Vanishing Gradients in RNN/003 GRU.mp4
58 MB
08 Vanishing Gradients in RNN/004 GRU Optional.en.srt
6.9 kB
08 Vanishing Gradients in RNN/004 GRU Optional.mp4
28 MB
08 Vanishing Gradients in RNN/005 LSTM.en.srt
9.3 kB
08 Vanishing Gradients in RNN/005 LSTM.mp4
37 MB
08 Vanishing Gradients in RNN/006 LSTM Optional.en.srt
6.5 kB
08 Vanishing Gradients in RNN/006 LSTM Optional.mp4
26 MB
08 Vanishing Gradients in RNN/007 Bidirectional RNN.en.srt
8.7 kB
08 Vanishing Gradients in RNN/007 Bidirectional RNN.mp4
42 MB
08 Vanishing Gradients in RNN/008 Attention Model.en.srt
12 kB
08 Vanishing Gradients in RNN/008 Attention Model.mp4
55 MB
08 Vanishing Gradients in RNN/009 Attention Model Optional.en.srt
6.9 kB
08 Vanishing Gradients in RNN/009 Attention Model Optional.mp4
37 MB
09 TensorFlow/001 Introduction to TensorFlow.en.srt
12 kB
09 TensorFlow/001 Introduction to TensorFlow.mp4
43 MB
09 TensorFlow/002 TensorFlow Text Classification Example using RNN.en.srt
32 kB
09 TensorFlow/002 TensorFlow Text Classification Example using RNN.mp4
130 MB
10 Project I_ Book Writer/001 Introduction.en.srt
13 kB
10 Project I_ Book Writer/001 Introduction.mp4
54 MB
10 Project I_ Book Writer/002 Data Mapping.en.srt
17 kB
10 Project I_ Book Writer/002 Data Mapping.mp4
73 MB
10 Project I_ Book Writer/003 Modling RNN Architecture.en.srt
21 kB
10 Project I_ Book Writer/003 Modling RNN Architecture.mp4
75 MB
10 Project I_ Book Writer/004 Modling RNN Model in TensorFlow.en.srt
12 kB
10 Project I_ Book Writer/004 Modling RNN Model in TensorFlow.mp4
49 MB
10 Project I_ Book Writer/005 Modling RNN Model Training.en.srt
8.7 kB
10 Project I_ Book Writer/005 Modling RNN Model Training.mp4
39 MB
10 Project I_ Book Writer/006 Modling RNN Model Text Generation.en.srt
14 kB
10 Project I_ Book Writer/006 Modling RNN Model Text Generation.mp4
72 MB
10 Project I_ Book Writer/007 Activity.en.srt
8.4 kB
10 Project I_ Book Writer/007 Activity.mp4
37 MB
11 Project II_ Stock Price Prediction/001 Problem Statement.en.srt
7.4 kB
11 Project II_ Stock Price Prediction/001 Problem Statement.mp4
21 MB
11 Project II_ Stock Price Prediction/002 Data Set.en.srt
12 kB
11 Project II_ Stock Price Prediction/002 Data Set.mp4
64 MB
11 Project II_ Stock Price Prediction/003 Data Prepration.en.srt
19 kB
11 Project II_ Stock Price Prediction/003 Data Prepration.mp4
77 MB
11 Project II_ Stock Price Prediction/004 RNN Model Training and Evaluation.en.srt
20 kB
11 Project II_ Stock Price Prediction/004 RNN Model Training and Evaluation.mp4
114 MB
11 Project II_ Stock Price Prediction/005 Activity.en.srt
7.1 kB
11 Project II_ Stock Price Prediction/005 Activity.mp4
25 MB
12 Further Readings and Resourses/001 Further Readings and Resourses 1.en.srt
12 kB
12 Further Readings and Resourses/001 Further Readings and Resourses 1.mp4
70 MB
13 Bonus Lecture/001 THANK YOU Bonus Video.en.srt
2.6 kB
13 Bonus Lecture/001 THANK YOU Bonus Video.mp4
30 MB
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