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Daniel Maangi's Projects

2019-ncov icon 2019-ncov

This code pulls data from a Johns Hopkins University Repository CSSEGISandData

awesome-quarto icon awesome-quarto

A curated list of Quarto talks, tools, examples & articles! Contributions welcome!

aws-airflow-dataingestion-pipeline icon aws-airflow-dataingestion-pipeline

This project entails the development and deployment of a robust data ingestion pipeline leveraging Apache Airflow, orchestrated on an AWS EC2 instance. The pipeline is designed to efficiently extract data from an API source, perform necessary formatting and transformation tasks, and store the processed data in Amazon S3 buckets.

azureml-examples icon azureml-examples

Fork of the official Azure Machine Learning examples repo with a focus on GitHub Actions

covid-19-data icon covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

dash-predictive-maintenance icon dash-predictive-maintenance

Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.

demo-co icon demo-co

Example artifacts used by an example company.

facebook-data-extraction icon facebook-data-extraction

#DataPipeLine #ETL - Created is a Facebook data extraction utility to extract the publicly available data on Facebook. Used Facebook Graph API and Python to extract the data and loaded the data into the CSV files for further analysis.

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