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Brent Tan's Projects

budgeting_helper icon budgeting_helper

A simple budgeting script that summarizes expenditure, and generates a chart to display expenditures for the given time period.

crypto_track icon crypto_track

Cryptocurrency tracker that tracks 5 popular kinds of crypto, returns their prices for the last 10 days, and generates corresponding graphs.

data-projects icon data-projects

A collection of data/ML related projects made using Python and SQL on Jupyter Notebooks

ibm-data-engineering icon ibm-data-engineering

A collection of self-driven data engineering projects, from IBM's Coursera course on data engineering with Python

kafka_twitter icon kafka_twitter

Small kafka project that streams tweet data according to a specified topic.

littlelemon-django icon littlelemon-django

This is the final assignment for the Django Web Framework Course provided by Meta. It involves creating the menu page of a food restaurant website.

nba-scraper icon nba-scraper

A web scraper that scrapes a basketball website, cleans and transforms data, and exports the scores of the day, along with detailed stat lines for Boston Celtics players in .csv files.

numpy icon numpy

The fundamental package for scientific computing with Python.

simple_aws_lambda_exercise icon simple_aws_lambda_exercise

A simple exercise on using AWS Lambda functions to convert csv files that are dropped into a S3 bucket into parquet format, taken from Chapter 3 of Gareth Eagar's textbook: Data Engineering with AWS

simple_kafka_exercise icon simple_kafka_exercise

A simple kafka exercise on producer and consumer creation, from Chapter 13 of Paul Crickard's textbook: Data Engineering with Python

telebot icon telebot

A simple telegram bot returning random images of cute animals to brighten up your day :)

volatility_calcs icon volatility_calcs

A short python script that pulls data from the yahoo finance api, transforms it, and calculates volatility and volume for a set list of stocks/companies

weather_project icon weather_project

Scrapes the government weather api and provides detailed, granular forecasts/graphs down to a specific area and for up to 4 days ahead

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