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  1. Example project implementing best practices for PySpark ETL jobs and applications.

    Python 1.1k 533

  2. ML pipeline orchestration and model deployments on Kubernetes, made really easy.

    Python 407 18

  3. Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

    Jupyter Notebook 99 17

  4. MLOps tutorial using Python, Docker and Kubernetes.

    Python 290 91

  5. Data science and ML engineering notebooks and demos

    10 1

  6. Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

    Jupyter Notebook 52 26

189 contributions in the last year

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Mon Wed Fri

Contribution activity

December 2022

Opened 5 pull requests in 1 repository
AlexIoannides/data-science-and-ml-notebook 5 merged

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