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data-mining-1

The homework and project of the class titled "Data Mining" @ ZJU

data-mining-2

SIADS 532: Data Mining 1

data-mining-3

data-modeling-with-apache-cassandra

In this project, as a part of data engineering nanodegree (Udacity) I applied what I have learned on data modeling with Apache Cassandra and completed an ETL pipeline using Python. I modelled the data by creating tables in Apache Cassandra to run queries. There is an ETL pipeline that transfers data from a set of CSV files within a directory to create a streamlined CSV file to model and insert data into Apache Cassandra tables.

data-modeling-with-postgres

In this project, as a part of data engineering nanodegree (Udacity) I preformed data modeling with Postgres and built an ETL pipeline using Python. I defined fact and dimension tables for a star schema for a particular analytic focus, and written an ETL pipeline that transfers data from files in two local directories into these tables in Postgres using Python and SQL.

data-movies

Download data from IMDB movies and parse into useful form

data-national-transit-database-heavy-rail-analysis

Comparing safety and reliability among the largest U.S. subways using the National Transit Database

data-ncaa-power-five-school-financials

data-nfl-arrests

data-oriented-proposal-engine

Cohort 16 Capstone Project for the Certificate of Data Science at Georgetown University School of Continuing Studies.

data-plane-api

Envoy REST/proto API definitions and documentation

data-police-shootings

The Washington Post is compiling a database of every fatal shooting in the United States by a police officer in the line of duty in 2015 and 2016.

data-portal-treemap

Chicago Data Portal (data.cityofchicago.org) tree map

data-resources

Tracking the tools I've found useful

data-rosstat-806-regional

Russian regional economic monitoring datasets

data-rosstat-kep

Time series dataset of Rosstat Short-term Economic Indicators ("KEP") publication

data-scaling-strategies

Data Scaling Strategies.

data-school-shootings

The Washington Post is compiling a database of school shootings in the United States since Columbine.

data-sci-api

An API

data-science

Collection of useful data science topics along with code and articles

data-science--cheat-sheet

Cheat Sheets

data-science-best-resources

Carefully curated resource links for data science in one place

data-science-cheatsheet

data-science-code-sample

Some completed data science projects intended to showcase my experience with AI, machine learning, deep learning, and big data techniques.

data-science-curriculum

data-science-for-covid-19

DS4C: Data Science for COVID-19 in South Korea

data-science-for-marketing--airbnb-project-

This is basically a data analysis project in which I've applied many statistical methods to find hidden insights in the data.

data-science-from-scratch

code for Data Science From Scratch book

data-science-fundamentals

End-to-end projects for practice in learning how to create value with data.

data-science-in-tidyverse

Data Science in the tidyverse, a two-day workshop @ rstudio:conf(2018)