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adieprestone.github.io

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

audioflux

A library for audio and music analysis, feature extraction.

bikozulu_scrapper

This is the code base used to scrap Biko Zulu, Potentasha and Owaahh's blog as well as analyse the gender verb associations from them

building-big-data-pipelines-with-apache-beam

Building Big Data Pipelines with Apache Beam, published by Packt

classifying-the-field

A collection of algorithms for predicting the outcome of F1 races.

compas-analysis

Data and analysis for 'Machine Bias'

cropyields2019

data

Code and data behind the stories and interactives at FiveThirtyEight

f1-viz

Dash app for visualizing Formula 1 data.

foodmate

kamilimuds

This repo will be used to share code and worksamples during Kamilimu Data ScienceTrack

kot

Network Analysis of Kenyans On Twitter

medium_notebook

Repository containing notebooks of my posts on Medium

mindsdb

An emerging platform to help developers build #AI solutions

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

pygwalker

PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis

r_in_insurance_2013

Files from the R in Insurance conference 15 July 2013

season-2022

apache beam college

stock-price-prediction-spark-cassandra

This is a data pipeline for predicting stock prices using Apache Spark, Apache Cassandra, and machine learning techniques. It collects and preprocesses stock data from Alpha Vantage API, engineers features, trains models, and performs data analysis and predictions.

streamlit-dashboard-descriptive-analytics-with-mysql

Streamlit Dashboard Descriptive Analytics with MYSQL

website

codebase for personal website