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juliuschou's Projects

aws-code-build-exercise icon aws-code-build-exercise

Using a cloud native build server (AWS Code Build, GCP CloudBuild, or Azure DevOps Pipelines), perform continuous integration for your project.

flaskrobertaappwtdocker icon flaskrobertaappwtdocker

Create your own Flask app. in a container publish it to a Github repository, and add Github actions to ensure it build correctly

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

math_dl_book_info icon math_dl_book_info

書籍「最短コースでわかる ディープラーニングの数学」用サポートサイト

practicalmlopsnoahchapter1-01 icon practicalmlopsnoahchapter1-01

Create a new GitHub repository with necessary Python scaffolding using a Makefile, linting, and testing. Then, perform additional steps such as code formatting in your Makefile.

python-mlops-cookbook icon python-mlops-cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

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