The-Assembly / Analyze-Movie-Reviews-with-TensorFlow

In this session, we will demonstrate natural language processing using deep learning with the open-source TensorFlow library. We’ll build a machine learning model trained on a vast movie review dataset taken from IMDB - preparing the data using various techniques and incorporating multiple Keras layers for best results (rather than just a single dense layer) - before providing our system with custom reviews of our own and asking it to predict tone and favourability. Prerequisites: —Basic knowledge of Python —Basic knowledge of machine learning concepts —A Python IDE, like Google Colab (https://colab.research.google.com/) ----------------------------------------- To learn more about The Assembly’s workshops, visit our website, social media or email us at workshops@theassembly.ae Our website: http://theassembly.ae Social media: —Instagram: http://instagram.com/makesmartthings —Facebook: http://fb.com/makesmartthings —Twitter: http://twitter.com/makesmartthings #TensorFlow #MachineLearning #DeepLearning

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Analyze-Movie-Reviews-with-TensorFlow

In this session, we will demonstrate natural language processing using deep learning with the open-source TensorFlow library. We’ll build a machine learning model trained on a vast movie review dataset taken from IMDB - preparing the data using various techniques and incorporating multiple Keras layers for best results (rather than just a single dense layer) - before providing our system with custom reviews of our own and asking it to predict tone and favourability. Prerequisites: —Basic knowledge of Python —Basic knowledge of machine learning concepts —A Python IDE, like Google Colab (https://colab.research.google.com/) ----------------------------------------- To learn more about The Assembly’s workshops, visit our website, social media or email us at workshops@theassembly.ae Our website: http://theassembly.ae Social media: —Instagram: http://instagram.com/makesmartthings —Facebook: http://fb.com/makesmartthings —Twitter: http://twitter.com/makesmartthings #TensorFlow #MachineLearning #DeepLearning

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In this session, we will demonstrate natural language processing using deep learning with the open-source TensorFlow library. We’ll build a machine learning model trained on a vast movie review dataset taken from IMDB - preparing the data using various techniques and incorporating multiple Keras layers for best results (rather than just a single dense layer) - before providing our system with custom reviews of our own and asking it to predict tone and favourability. Prerequisites: —Basic knowledge of Python —Basic knowledge of machine learning concepts —A Python IDE, like Google Colab (https://colab.research.google.com/) ----------------------------------------- To learn more about The Assembly’s workshops, visit our website, social media or email us at workshops@theassembly.ae Our website: http://theassembly.ae Social media: —Instagram: http://instagram.com/makesmartthings —Facebook: http://fb.com/makesmartthings —Twitter: http://twitter.com/makesmartthings #TensorFlow #MachineLearning #DeepLearning


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