CS 488 – Week 1 – Update

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This week I worked on setting up Keras and completed a course on deep learning using Keras (Learn Keras: Build 4 Deep Learning Applications). As I prepped for implementing the project, one of the significant challenges I have encountered is finding an appropriate dataset to train my neural network. Since my project aims to make a business’s marketing material more engaging, an appropriate dataset with labeled data to set up a clear definition of what counts as engaging and what counts as non-engaging is necessary. After some research and talking to my advisor and the instructor, one of the parameters that I am now looking for while searching for datasets is data that might be labeled based on reading level/hard to read/easy to read. The main goal for next week as I move forward with my project is to have a concrete dataset that I can train my neural network with. 

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