jeremyjordan/terraform-blog-examples

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jeremyjordan/terraform-blog-examples

jeremyjordan

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Code snippets from my Terraform blog post

ml-monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

dog-breed-classifier

A convolutional neural network trained to classify dog breeds.

Jupyter Notebook

customer-segmentation

An example of clustering applied to finding customer segments.

Jupyter Notebook

flask-vs-fastapi

An exploration comparing Flask with FastAPI.

stock-price-forecasting

An attempt to use natural language processing techniques in order to aid stock price forecasts.

Jupyter Notebook

model_test

A proof of concept library for generating and running machine learning model tests

imbalanced-data

Notebook implementing techniques discussed in my blog post about imbalanced data.

Jupyter Notebook

midi-lm

Generative modeling of MIDI files

data-science-template

flower-classifier

A simple image classifier for flowers.