End to End Machine Learning: From Data Collection to Deployment 🚀

By Ahmed Besbes, Marwan Debbiche Posted on Ven 22 novembre 2019 in Deployment tutorial • Tagged with Docker, AWS, PyTorch, Dash, deployment, Character Level CNN, Sentiment AnalysisLeave a comment


Today, we'll build an end to end machine learning application from scratch. To do this, we'll walk you through the process of collecting data, training a deep learning model, building a Dash application, putting everything in Docker and deploying to AWS.
This post is a little bit longer than usual but the different parts are independant and reusable in other projects.
Here is a video of what we'll be building 🎥


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