sfreagin Goto Github PK

followers: 8.0 following: 10.0 repos: 30.0 gists: 0.0

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Welcome!

Hello and welcome to my personal GitHub!

I'm currently exploring:

NLP and LLM applications
- Check the arXiv Explorer repo and related streamlit app
- Expanding on the above work, working towards a potential journal publication on trends in academic research over time
Machine Learning algorithms and techniques for Graduate School projects
- e.g. regression, classification, clustering, neural nets, Random Forest, Decision Trees, KNeighbors, Keras / Tensorflow
- e.g. gridsearching to tune parameters, dimensionality reduction techniques, time series analyses
Structure and mathematics of Executive Compensation practices for publicly-traded companies
- Data pulled from SEC.gov filings
- Philosophical considerations, governance mechanisms, unintended consequences
Quantum computing libraries
- e.g. Qiskit, Cirq, pyquil (soon)

My education background is Applied Math and Physics, including quantum and statistical mechanics (shout-out to the Boltzmann Brains). I will complete a Master's Degree in Data Science in April 2024. I have professional experience in HR and Executive & Equity Compensation roles, marketing research, and the most love for natural and quantitative sciences.

Thanks for visiting! Please have a look around.

sfreagin's Projects

4geeks_day_4

4geeks_streamlit_examples

4geeksacademy_profile

👩🏽‍🏫 Get to know the academy, teachers, students, locations around the world and why everyone talking about us, one of the 🏆 top places to learn to code end evolve your coding skills 🤯.

ads507_airlines

A data pipeline using R -> MySQL -> Python to manage data relating to airlines, airports, and weather activity

ads508_project

ads_500b_group_project_eda

Very light Exploratory Data Analysis files for open sharing and inspiration

ads_500b_project

Repository for Group Project

align_technology_challenge

arxiv_explorer

An application that pulls and summarizes recent activity from arXiv.org for researcher convenience

cirq_notes

Repository of personal notebooks, following along with Google Cirq resources

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

follow_the_money

Notes on Executive Compensation practices

gitbash_testing

Following along a tutorial

hello-world

First GitHub repository!

learn-co-sandbox

linear_regression_example

Creating example of Linear Regression for 4Geeks lesson

parking_meters

Time Series models (in R) to forecast parking meter activity in the city of San Diego

project_euler

A collection of Python solutions to Project Euler problems (in keeping with their rules on sharing the first 100)

pulsar_classification

Using publicly available statistical data on suspected pulsars to classify observations as Noise or Pulsar

qiskit-terra

Terra provides the foundations for Qiskit. It allows the user to write quantum circuits easily, and takes care of the constraints of real hardware.

qiskit_notes

Repository of personal notebooks, following along with IBM Qiskit resources

reddit_project

Bootcamp project to pull subreddit comments for NLP analysis

sec_testing

Capstone project for data science bootcamp, includes financial modeling / predictive algorithms / streamlit app / and more!

sfreagin

Config files for my GitHub profile.

sfreagin-calculus-and-algebra-problems-with-python

My fork of calculus branch

sigma_coding_youtube

This is a collection of all the code that can be found on my YouTube channel Sigma Coding.

sklearn_notes

Notes on the sklearn library for machine learning

streamlit-example

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

superconductor_temps

Predicting the critical temperatures of superconductors

usd_ds_hackathon

Repository for the inaugural (2023) University of San Diego Data Science Hackathon

sfreagin Goto Github PK

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