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flaviassantos's Projects

channel-sensor-error-detection icon channel-sensor-error-detection

This repo outlines a method for differentiating between anomalies and expected outliers using the Microsoft Anomaly Detection API and Binary Classification to assist with Time Series Filtering.

coursera-functional-programming-principles-in-scala icon coursera-functional-programming-principles-in-scala

I will post my solutions to the labs from the Coursera class Functional Programming Principles in Scala taught by Martin Odersky, Nada Amin, Manohar Jonnalagedda, Heather Miller, and Vojin Jovanovic from April 25, 2014 to June 13, 2014 here upon completion.

dashboard icon dashboard

This project automate a machine learning pipeline using open source tools, focusing on CI/CD best practices.

data_science_python icon data_science_python

Projects that I developed to deepen my understanding of the language and modern programming techniques.

devops-projects icon devops-projects

This project demonstrates my ability to apply DevOps principles and best practices to real-world scenarios.

flask-googlemaps icon flask-googlemaps

Easy way to add GoogleMaps to Flask applications. maintainer: @RiverFount

hamilton icon hamilton

Your single tool to express data, ML, and LLM pipelines with simple python functions. Runs anywhere that python runs, E.G. spark, airflow, jupyter, fastapi, etc. Incrementally adoptable. Use Hamilton to build testable, reusable, and self-documenting dataflows with lineage and metadata out of the box.

nab icon nab

The Numenta Anomaly Benchmark

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