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\nPredictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis\n

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\nThis video will try to see if we can use CNN for such a use case and experience much better accuracy. Well, the motivation here is that we know CNN is mostly suitable for handling image recognition, classification, or pattern...\nThis video will try to see if we can use CNN for such a use case and experience much better accuracy. Well, the motivation here is that we know CNN is mostly suitable for handling image recognition, classification, or pattern recognition. However, classifying a movie review or a product review, that is sentiment, can also be conducted using a CNN-based predictive model that involves some sort of pattern mining too. • Explore movie and product review dataset • Use CNN for predictive analytics about movie reviews\n
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Resource Details

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Curator Rating
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Educator Rating
Not yet Rated
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Media Length
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8:42
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Grade
Higher Ed
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Subjects
STEM
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Media Type
Instructional Videos
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Source:
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\nPackt - Data\n\n
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Date
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2019
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Language
English
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Audiences
For Teacher Use
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Usage Permissions
Fine Print: Educational Use
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Additional Materials

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Concepts

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data, accuracy, stem, computer science, coding, blockchain
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Additional Tags

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model, machine learning, load, prediction score, labels, aws, words, angular, prediction, product review, precision recall, confusion matrix, sentiment, create, compute, checkpoints, software, text, code, training, define, movie, hyperparameters, predictive analytics, programming, react, c++, c#, python, implement, test set, batch data, review, generate, video, data set, positive
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Classroom Considerations

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Best For: Explaining a topic
Video is ad-free
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Educator Ratings

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\n\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" aria-label=\"Play video: Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis\" href=\"/subscription/new\">\"Predictive\n\n
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