Complete Guide to Building a Chatbot with Deep Learning

Over the past month, I wanted to look for a project that encompasses the entire data science end-to-end workflow -- from the data pipeline, to deep learning, to deployment. It had to be challenging, but not pointlessly so -- it still had to be something useful. It took a little ideation and divergent thinking, but when the idea of making a personal assistant came up, it didn't take long for me to settle on it. Even my university is currently using Dr. Chatbot to track the health status of its members as an effective way to monitor this current pandemic. And it just makes sense: chatbots are faster, easier to interact with, and is super useful especially for things that we just want a fast response on.