Deployment

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

In this post, we will talk about every aspects of an ML project. Web Scraping, Training, Deployment...

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Environment

How to run a jupyter notebook on an EC2 instance in 1 minute ?

Using an AWS custom AMI to launch a jupyter notebook on EC2.

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API

How to serve a Machine Learning model through a Flask API ?

Let's see how we can encapsulate a ML model trained with scikit-learn in a Flask API

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Blog

Introduction

Why this blog ?

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