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[FreeCourseSite.com] Udemy - Deep Learning Recurrent Neural Networks with Python
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2021-6-26 04:43
2024-11-12 05:56
276
4.41 GB
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磁力链接
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Udemy
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Deep
Learning
Recurrent
Neural
Networks
with
Python
文件列表
01 Introduction to Course/001 Introduction to Instructor and Aisciences.mp4
54.73MB
01 Introduction to Course/002 Focus of the Course.mp4
32.86MB
01 Introduction to Course/003 Request for Your Honest Review.mp4
28.67MB
02 Applications of RNN (Motivation)/001 Human Activity Recognition.mp4
50.98MB
02 Applications of RNN (Motivation)/002 Image Captioning.mp4
58.71MB
02 Applications of RNN (Motivation)/003 Machine Translation.mp4
46.92MB
02 Applications of RNN (Motivation)/004 Speech Recognition.mp4
41.2MB
02 Applications of RNN (Motivation)/005 Stock Price Predictions.mp4
63.16MB
02 Applications of RNN (Motivation)/006 When to Model RNN.mp4
96.49MB
02 Applications of RNN (Motivation)/007 Activity.mp4
14.83MB
03 DNN Overview/001 Introduction to Deep Learning Module.mp4
11.1MB
03 DNN Overview/002 Neuron and Perceptron.mp4
70.93MB
03 DNN Overview/003 DNN Architecture.mp4
40.19MB
03 DNN Overview/004 FeedForward FullyConnected MLP.mp4
25.18MB
03 DNN Overview/005 Calculating Number of Weights of DNN.mp4
33.29MB
03 DNN Overview/006 Number of Nuerons vs Number of Layers.mp4
33.48MB
03 DNN Overview/007 Discriminative vs Generative Learning.mp4
35.59MB
03 DNN Overview/008 Universal Approximation Therorem.mp4
48.82MB
03 DNN Overview/009 Why Depth.mp4
18.07MB
03 DNN Overview/010 Decision Boundary in DNN.mp4
33.32MB
03 DNN Overview/011 Bias Term.mp4
43.19MB
03 DNN Overview/012 Activation Function.mp4
43.02MB
03 DNN Overview/013 DNN Training Parameters.mp4
52.16MB
03 DNN Overview/014 Gradient Descent.mp4
40.67MB
03 DNN Overview/015 Backpropagation.mp4
55.83MB
03 DNN Overview/016 Training DNN Animantion.mp4
48.05MB
03 DNN Overview/017 Weigth Initialization.mp4
63.48MB
03 DNN Overview/018 Batch miniBatch Stocastic.mp4
53.57MB
03 DNN Overview/019 Batch Normalization.mp4
33.94MB
03 DNN Overview/020 Rprop Momentum.mp4
85.07MB
03 DNN Overview/021 Convergence Animation.mp4
47.67MB
03 DNN Overview/022 DropOut EarlyStopping Hyperparameters.mp4
77.89MB
04 RNN Architecture/001 Introduction to Module.mp4
19.88MB
04 RNN Architecture/002 Fixed Length Memory Model.mp4
49.73MB
04 RNN Architecture/003 Infinite Memory Architecture.mp4
59.79MB
04 RNN Architecture/004 Weight Sharing.mp4
77.56MB
04 RNN Architecture/005 Notations.mp4
45.89MB
04 RNN Architecture/006 ManyToMany Model.mp4
51.78MB
04 RNN Architecture/007 OneToMany Model.mp4
39.99MB
04 RNN Architecture/008 ManyToOne Model.mp4
29.84MB
04 RNN Architecture/009 Activity Many to One.mp4
32.35MB
04 RNN Architecture/010 ManyToMany Different Sizes Model.mp4
58.87MB
04 RNN Architecture/011 Activity Many to Many Nmt.mp4
25.14MB
04 RNN Architecture/012 Models Summary.mp4
21.1MB
04 RNN Architecture/013 Deep RNNs.mp4
40.68MB
05 Gradient Decsent in RNN/001 Introduction to Gradient Descent Module.mp4
32.17MB
05 Gradient Decsent in RNN/002 Example Setup.mp4
26.85MB
05 Gradient Decsent in RNN/003 Equations.mp4
37.14MB
05 Gradient Decsent in RNN/004 Loss Function.mp4
42.77MB
05 Gradient Decsent in RNN/005 Why Gradients.mp4
32.62MB
05 Gradient Decsent in RNN/006 Chain Rule.mp4
42.01MB
05 Gradient Decsent in RNN/007 Chain Rule in Action.mp4
36.89MB
05 Gradient Decsent in RNN/008 BackPropagation Through Time.mp4
71.16MB
05 Gradient Decsent in RNN/009 Activity.mp4
8.59MB
06 RNN implementation/001 Automatic Diffrenciation.mp4
15.57MB
06 RNN implementation/002 Automatic Diffrenciation Pytorch.mp4
34.07MB
06 RNN implementation/003 Language Modeling Next Word Prediction Vocabulary Index.mp4
20.08MB
06 RNN implementation/004 Language Modeling Next Word Prediction Vocabulary Index Embeddings.mp4
19.54MB
06 RNN implementation/005 Language Modeling Next Word Prediction RNN Architecture.mp4
19.05MB
06 RNN implementation/006 Language Modeling Next Word Prediction Python 1.mp4
36.35MB
06 RNN implementation/007 Language Modeling Next Word Prediction Python 2.mp4
49.31MB
06 RNN implementation/008 Language Modeling Next Word Prediction Python 3.mp4
54.01MB
06 RNN implementation/009 Language Modeling Next Word Prediction Python 4.mp4
32.48MB
06 RNN implementation/010 Language Modeling Next Word Prediction Python 5.mp4
25.19MB
06 RNN implementation/011 Language Modeling Next Word Prediction Python 6.mp4
90.25MB
07 Sentiment Classification using RNN/001 Vocabulary Implementation.mp4
72.87MB
07 Sentiment Classification using RNN/002 Vocabulary Implementation Helpers.mp4
35.53MB
07 Sentiment Classification using RNN/003 Vocabulary Implementation From File.mp4
41.59MB
07 Sentiment Classification using RNN/004 Vectorizer.mp4
26.32MB
07 Sentiment Classification using RNN/005 RNN Setup 1.mp4
49.08MB
07 Sentiment Classification using RNN/006 RNN Setup 2.mp4
169.77MB
07 Sentiment Classification using RNN/007 WhatNext.mp4
23.2MB
08 Vanishing Gradients in RNN/001 Introduction to Better RNNs Module.mp4
31.19MB
08 Vanishing Gradients in RNN/002 Introduction Vanishing Gradients in RNN.mp4
45.55MB
08 Vanishing Gradients in RNN/003 GRU.mp4
57.48MB
08 Vanishing Gradients in RNN/004 GRU Optional.mp4
27.75MB
08 Vanishing Gradients in RNN/005 LSTM.mp4
36.7MB
08 Vanishing Gradients in RNN/006 LSTM Optional.mp4
26.29MB
08 Vanishing Gradients in RNN/007 Bidirectional RNN.mp4
42.25MB
08 Vanishing Gradients in RNN/008 Attention Model.mp4
54.69MB
08 Vanishing Gradients in RNN/009 Attention Model Optional.mp4
36.94MB
09 TensorFlow/001 Introduction to TensorFlow.mp4
42.72MB
09 TensorFlow/002 TensorFlow Text Classification Example using RNN.mp4
130.38MB
10 Project I_ Book Writer/001 Introduction.mp4
53.46MB
10 Project I_ Book Writer/002 Data Mapping.mp4
73.37MB
10 Project I_ Book Writer/003 Modling RNN Architecture.mp4
75.2MB
10 Project I_ Book Writer/004 Modling RNN Model in TensorFlow.mp4
49.08MB
10 Project I_ Book Writer/005 Modling RNN Model Training.mp4
38.97MB
10 Project I_ Book Writer/006 Modling RNN Model Text Generation.mp4
72.55MB
10 Project I_ Book Writer/007 Activity.mp4
37.09MB
11 Project II_ Stock Price Prediction/001 Problem Statement.mp4
20.87MB
11 Project II_ Stock Price Prediction/002 Data Set.mp4
63.8MB
11 Project II_ Stock Price Prediction/003 Data Prepration.mp4
77.41MB
11 Project II_ Stock Price Prediction/004 RNN Model Training and Evaluation.mp4
114.05MB
11 Project II_ Stock Price Prediction/005 Activity.mp4
25.37MB
12 Further Readings and Resourses/001 Further Readings and Resourses 1.mp4
70.33MB
13 Bonus Lecture/001 THANK YOU Bonus Video.mp4
29.69MB
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