Binary Classification w/ IMDB Dataset - Deep Learning with Tensorflow | Ep. 7

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Kody Simpson

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Published on November 29, 2024 12:00:00 AM ● Video Link: https://www.youtube.com/watch?v=daq_UBfxRao

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This episode shows you how to do binary classification of the IMDB Dataset using TensorFlow neural networks. #machinelearning #deeplearning #ml #ai

Code: https://github.com/KodySimpson/deeplearning-tensorflow
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00:00:00 - Binary Classification
00:01:02 - Importing and Preparing the IMDB Dataset
00:02:37 - Analyzing Data Sample for Sentiment Analysis
00:05:38 - Vectorizing Text Data for Neural Network Input
00:09:56 - Implementing Multi-Hot Encoding
00:11:52 - Building the Neural Network Architecture
00:14:58 - Compiling and Training the Model
00:20:52 - Evaluating the Model and Avoiding Overfitting
00:26:43 - Making Predictions with the Trained Model
00:28:43 - Conclusion and Next Steps