soft-kelly

Fundamentals-of-Scalable-Data-Science

I took "Fundamentals of Scalable Data Science" on Coursera, and I would like to take practice here.

soft-kelly.github.io

This is my personal website. Feel free to explore it~

AVGN

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.

Coursera-NLP

Notes for Coursera NLP

Santander-Customer-Transaction-Prediction

Got Bronze Medal from this Kaggle Featured Prediction Competition. Here is the link: https://www.kaggle.com/c/santander-customer-transaction-prediction

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

birdsong-generation-project

Generating birdsong with WaveNet

BTM

Code for Biterm Topic Model (published in WWW 2013)

code-prettify

Automatically exported from code.google.com/p/google-code-prettify

course-computational-literary-analysis

Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018 and 2019.

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

CS570

Code for CS570, Essentials of Data Science

eods-s20

google-interview-university

A complete computer science study plan to become a software engineer.

hackxx-web-workshop

SD Hacks Hack Day

Jigsaw-Unintended-Bias-in-Toxicity-Classification

Kaggle Competition on NLP: Detect toxicity across a diverse range of conversations.

latex-w17-workshop

Source files and references for the 2017 Winter Quarter Introductory Latex Workshop

mooc

massive open online course

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

postgres

Mirror of the official PostgreSQL GIT repository. Note that this is just a *mirror* - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch

pre-work

Installation & Account Setup

sales-cloud-with-paas-samples

Official Oracle samples created to support developers using Oracle PaaS to integrate with and extend the capabilities of Oracle Sales Cloud. Security is a primary focus for most of these samples.

sql-workshop

Columbia SQL Workshop

summer2020internships

Keep track of internships for Summer 2020 for undergraduates interested in tech./SWE/related fields

Tutorials

Tutorial notebooks for hands-on data science, following along with the course topics.