mguner Goto Github PK

flatiron_school

This is my work for the guest lecture

highschools

Study of MD Highschools by Civil Right Data Collection Platform

islr

Exercises and my notes on an Introduction to Statistical Learning with R

jekyll-material-theme

A Jekyll Theme based on Material Design using Materialize.

kaggle-airbnb-recruiting-new-user-bookings

2nd Place Solution in Kaggle Airbnb New User Bookings competition

learn-co-sandbox

math-study-group

Start here for math related topics.

mguner.github.io

mids_w209_information_visualization_slides

Slides for the W209 Information Visualization course of the Masters in Data Science at UC Berkeley

mlops-zoomcamp

Free MLOps course from DataTalks.Club

ncaa-kaggle-competition

We try to predict NCAA winners from the data provided in Kaggle.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytest-datadir

pytest plugin for manipulating test data directories and files

python

These are small projects with python

python-natural-language-processing-cookbook

Python Natural Language Processing Cookbook, published by Packt

python-stats-dataviz

Course materials for UMBC DATA 690 - Statistical Analysis and Data Visualization with Python.

python_assessment

We create an assessment for Python for UMBC data science program

spring-2022

Class notes

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

stinky

Smelly problems in Portland Maine.

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

summer-2021

summer-2022

teaching

share teaching related resources

tech-talks

This repository contains the notebooks and presentations we use for our Databricks Tech Talks

test

This is a test repo

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

transformers-for-nlp-2nd-edition

Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP

umbc_data601

Course notes for UMBC DATA 601 Fall 2020

umbc_data602

Here I will share the lecture materials for DATA602: Introduction to data analysis and machine learning