[ CourseWikia.com ] Deep Learning with Python and Keras - Build a Model For Sentiment Analysis

Torrent Hash:
C52B22BAE9420E72918EA83C78D3CC68FDFA2EC7
Number of Files:
60
Content Size:
209.51MB
Convert On:
2024-03-01
Magnet Link:
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File Name
Size
Get Bonus Downloads Here.url
181B
~Get Your Files Here !/01 - Introduction/01 - An overview of sentiment analysis.mp4
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~Get Your Files Here !/01 - Introduction/01 - An overview of sentiment analysis.srt
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~Get Your Files Here !/01 - Introduction/02 - Prerequisites.mp4
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~Get Your Files Here !/01 - Introduction/02 - Prerequisites.srt
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~Get Your Files Here !/02 - 1. Chapter Name/01 - Preprocessing text for sentiment analysis.mp4
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~Get Your Files Here !/02 - 1. Chapter Name/01 - Preprocessing text for sentiment analysis.srt
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~Get Your Files Here !/02 - 1. Chapter Name/02 - Word vector encodings and word embeddings.mp4
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~Get Your Files Here !/02 - 1. Chapter Name/02 - Word vector encodings and word embeddings.srt
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~Get Your Files Here !/02 - 1. Chapter Name/03 - Types of sentiment analysis.mp4
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~Get Your Files Here !/02 - 1. Chapter Name/03 - Types of sentiment analysis.srt
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~Get Your Files Here !/02 - 1. Chapter Name/04 - Approaches and challenges in sentiment analysis.mp4
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~Get Your Files Here !/02 - 1. Chapter Name/04 - Approaches and challenges in sentiment analysis.srt
10.79KB
~Get Your Files Here !/03 - 2. Chapter Name/01 - Getting set up with Google Colab.mp4
6.41MB
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~Get Your Files Here !/03 - 2. Chapter Name/01 - Getting set up with Google Colab.srt
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~Get Your Files Here !/03 - 2. Chapter Name/02 - Importing Python modules and loading data.mp4
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~Get Your Files Here !/03 - 2. Chapter Name/02 - Importing Python modules and loading data.srt
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~Get Your Files Here !/03 - 2. Chapter Name/03 - Analyzing word lengths across sentiment categories.mp4
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~Get Your Files Here !/03 - 2. Chapter Name/03 - Analyzing word lengths across sentiment categories.srt
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~Get Your Files Here !/03 - 2. Chapter Name/04 - Cleaning and preprocessing text.mp4
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~Get Your Files Here !/03 - 2. Chapter Name/04 - Cleaning and preprocessing text.srt
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~Get Your Files Here !/03 - 2. Chapter Name/05 - Visualizing text using word clouds.mp4
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~Get Your Files Here !/03 - 2. Chapter Name/05 - Visualizing text using word clouds.srt
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~Get Your Files Here !/04 - 3. Chapter Name/01 - Feed-forward neural networks.mp4
7.38MB
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~Get Your Files Here !/04 - 3. Chapter Name/01 - Feed-forward neural networks.srt
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~Get Your Files Here !/04 - 3. Chapter Name/02 - Splitting data into training test and validation sets.mp4
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~Get Your Files Here !/04 - 3. Chapter Name/02 - Splitting data into training test and validation sets.srt
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~Get Your Files Here !/04 - 3. Chapter Name/03 - Representing text using count vectorization.mp4
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~Get Your Files Here !/04 - 3. Chapter Name/03 - Representing text using count vectorization.srt
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~Get Your Files Here !/04 - 3. Chapter Name/04 - Configuring the dense neural network (DNN).mp4
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~Get Your Files Here !/04 - 3. Chapter Name/04 - Configuring the dense neural network (DNN).srt
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~Get Your Files Here !/04 - 3. Chapter Name/05 - Training and evaluating the DNN.mp4
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~Get Your Files Here !/04 - 3. Chapter Name/05 - Training and evaluating the DNN.srt
5.5KB
~Get Your Files Here !/04 - 3. Chapter Name/06 - Configuring the count vectorizer as a model layer.mp4
5.08MB
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~Get Your Files Here !/04 - 3. Chapter Name/06 - Configuring the count vectorizer as a model layer.srt
4.49KB
~Get Your Files Here !/04 - 3. Chapter Name/07 - Representing text using TFIDF vectorization.mp4
9.06MB
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~Get Your Files Here !/04 - 3. Chapter Name/07 - Representing text using TFIDF vectorization.srt
8.43KB
~Get Your Files Here !/04 - 3. Chapter Name/08 - Training and evaluating the model.mp4
7.62MB
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~Get Your Files Here !/04 - 3. Chapter Name/08 - Training and evaluating the model.srt
5.48KB
~Get Your Files Here !/04 - 3. Chapter Name/09 - Representing text using integer sequences.mp4
5.16MB
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~Get Your Files Here !/04 - 3. Chapter Name/09 - Representing text using integer sequences.srt
5.06KB
~Get Your Files Here !/04 - 3. Chapter Name/10 - Training ADNN using embeddings.mp4
14.67MB
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~Get Your Files Here !/04 - 3. Chapter Name/10 - Training ADNN using embeddings.srt
12.38KB
~Get Your Files Here !/05 - 4. Chapter Name/01 - Recurrent neural networks.mp4
6.23MB
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~Get Your Files Here !/05 - 4. Chapter Name/01 - Recurrent neural networks.srt
6.92KB
~Get Your Files Here !/05 - 4. Chapter Name/02 - Long memory cells.mp4
8.52MB
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~Get Your Files Here !/05 - 4. Chapter Name/02 - Long memory cells.srt
8.96KB
~Get Your Files Here !/05 - 4. Chapter Name/03 - The LSTM and GRU cells.mp4
5.55MB
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~Get Your Files Here !/05 - 4. Chapter Name/03 - The LSTM and GRU cells.srt
6.37KB
~Get Your Files Here !/05 - 4. Chapter Name/04 - Training a recurrent neural network.mp4
7.76MB
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~Get Your Files Here !/05 - 4. Chapter Name/04 - Training a recurrent neural network.srt
6.21KB
~Get Your Files Here !/05 - 4. Chapter Name/05 - Training an LSTM network.mp4
7MB
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~Get Your Files Here !/05 - 4. Chapter Name/05 - Training an LSTM network.srt
5.23KB
~Get Your Files Here !/05 - 4. Chapter Name/06 - Serializing a model to disk and loading the model.mp4
6.48MB
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
~Get Your Files Here !/05 - 4. Chapter Name/06 - Serializing a model to disk and loading the model.srt
6.19KB
~Get Your Files Here !/06 - Conclusion/01 - Summary and next steps.mp4
2.8MB
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
~Get Your Files Here !/06 - Conclusion/01 - Summary and next steps.srt
3.66KB
~Get Your Files Here !/Bonus Resources.txt
386B
~Get Your Files Here !/Ex_Files_Deep_Learning_Python_Keras/Exercise Files/final_code/dataset/Tweets.csv
3.34MB
~Get Your Files Here !/Ex_Files_Deep_Learning_Python_Keras/Exercise Files/final_code/demo_01_SentimentAnalysisUsingNeuralNetworksWithKeras.ipynb
1.81MB

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