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Build end-to-end ML Regression pipeline for predicting student's performance (test scores) and deploy Flask App to AWS Elastic Beanstack usingCI/CD tool: GitHub Actions

License: Apache License 2.0

Python 0.78% Jupyter Notebook 99.04% HTML 0.19%
ci-cd github-actions machine-learning metrics pipeline regression

deploy_mlmodel_aws_ec2's Introduction

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Hi I am Dr.Malleswari Gelli

Data Scientist/MLOPs Engineer

An accomplished researcher with 10+ years of experience in the life sciences focused on R&D, data analytics, visualization and data science. I am passionate about assisting stakeholders to develop, validate, deploy AI/ML models and automation by implementing MLOPs principles.

  • ๐ŸŒย  I'm based in DesMoines, Iowa
  • โœ‰๏ธย  You can contact me at [email protected]
  • ๐Ÿง ย  I'm currently learning Generative AI
  • ๐Ÿคย  I'm open to collaborating on Generative AI projects
  • โšกย  I'm the happiest person on planet earth

๐Ÿ’ป Tech Stack:

Python AWS Azure Google Cloud Anaconda MySQL Postgres MongoDB NumPy Pandas Plotly SciPy scikit-learn TensorFlow Keras PyTorch Flask FastAPIJavaScript HTML5


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๐Ÿ”ฅ My ๐Ÿ“Š GitHub Stats:

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