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building-etl-pipelines

This ETL pipeline document presents how to build the data pipelines, how to design the data structure (schema), how to extract data from the database, how to transform their data format to be easily readible, and how to load their modified data into another database.

gcp_professional_data_engineer_notes

homophily-on-human-network

Homophily on Human Interaction via. Stochastic Block Model network representing the likelihood of gathering of homophily people contributing to human connection with common likeliness by social status.

spoon-knife

This repo is for demonstration purposes only.

tensorflow-freecodecamp-course

This repository provided the updated lecture overview of machine learning - Tensorflow courses lectured by Tim Ruscica (i.e. Tech with Tim) and neural network courses by Brandon Rohrer.

time-series-forecast-arima

This document summarizes how to use ARIMA model, why do we use ARIMA?, the assumptions of ARIMA model with hypothesis test, and the algorithm of time series ARIMA model implementing in daily bitcoin price with computed volatility for predicting values of its cryptocurrency in the future.