Alex Ioannides
Alex Ioannides
elasticsearchr
Lightweight Elasticsearch client for R.
kubernetes-mlops
MLOps tutorial using Python, Docker and Kubernetes.
ml-workflow-automation
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.
pipeliner
Machine learning pipelines for R.
py-docker-aws-example-project
Automated testing and deployment of a simple Flask-based (RESTful) micro-service to a production-like environment on AWS, using Docker containers and Travis-CI.
py-package-template
Python package template project for kick-starting new Python projects.
pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
pymc-stochastic-process
Bayesian Inference and parameter estimation in quant finance.
pyspark-example-project
Implementing best practices for PySpark ETL jobs and applications.