From the course: Deep Learning with Python and Keras: Build a Model for Sentiment Analysis
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Getting setup with google colab
From the course: Deep Learning with Python and Keras: Build a Model for Sentiment Analysis
Getting setup with google colab
- [Instructor] After having studied what exactly sentiment analysis is all about and how we need to pre-process our X data before we can use it to train neural network models, we are now finally ready to get hands-on. In this demo, we'll see how you can build and train a neural network model using Keras and TensorFlow for sentiment analysis. This is going to be a single demo with several different parts where we'll first build and train a dense neural network to perform sentiment analysis, and we'll see whether we can improve the performance of our model by trying different neural network architectures such as recurrent neural networks, and then RNNs with LSDM. Now, where exactly are we going to build and train our model? We'll use Google Colab. Google Colaboratory is a cloud-based interactive computing environment provided by Google, which is used for developing and running Python code through cloud hosted…
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