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<!-- View this file on GitHub Pages at: https://peckjon.github.io/hosting-ml-as-microservice/ -->
<h1>Hosting your own Machine Learning Model as a Microservice</h1>
<li style="height: 2rem">Part 1: <a href="part1/score_reviews_via_service.ipynb">Existing Machine Learning Services</a> <a href="https://colab.research.google.com/github/peckjon/hosting-ml-as-microservice/blob/master/part1/score_reviews_via_service.ipynb" target="_blank"><img src="https://camo.githubusercontent.com/52feade06f2fecbf006889a904d221e6a730c194/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667" alt="Open In Colab" data-canonical-src="https://colab.research.google.com/assets/colab-badge.svg"></a></li>
<li style="height: 2rem">Part 2: <a href="part2/train_sentiment_analysis.ipynb">Training your own ML Model</a> <a href="https://colab.research.google.com/github/peckjon/hosting-ml-as-microservice/blob/master/part2/train_sentiment_analysis.ipynb" target="_blank"><img src="https://camo.githubusercontent.com/52feade06f2fecbf006889a904d221e6a730c194/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667" alt="Open In Colab" data-canonical-src="https://colab.research.google.com/assets/colab-badge.svg"></a></li>
<li style="height: 2rem">Part 3: <a href="part3/predict_sentiment_analysis.ipynb">Deploying as a FaaS</a> <a href="https://colab.research.google.com/github/peckjon/hosting-ml-as-microservice/blob/master/part3/predict_sentiment_analysis.ipynb" target="_blank"><img src="https://camo.githubusercontent.com/52feade06f2fecbf006889a904d221e6a730c194/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667" alt="Open In Colab" data-canonical-src="https://colab.research.google.com/assets/colab-badge.svg"></a></li>
<li style="height: 2rem">Part 4: Deploying as a Container Service</li>
<li style="height: 2rem">Part 5: <a href="part5/sentiment.html">Integrating your Microservice</a></li>