sean-rogers-t
I am a Mathematician/Educator looking to learn more about data science and machine learning. I did a Ph.D. at UNC-Chapel Hill in combinatorics and rep theory.
Chicago, Il
Pinned Repositories
advent2023
Algorithms
A collection of algorithms and data structures
Applied_Data_Science
applied_ds_ibm
Coursera_Capstone
Applied Data Science Capstone
cryptohack
cryptohack solutions
cs231n.github.io
Public facing notes page
Dataquest-projects
fastbook
The fastai book, published as Jupyter Notebooks
gcbapp-dockerfile-example
Example used in the Cloud Build GitHub app tutorial
sean-rogers-t's Repositories
sean-rogers-t/advent2023
sean-rogers-t/Algorithms
A collection of algorithms and data structures
sean-rogers-t/Applied_Data_Science
sean-rogers-t/applied_ds_ibm
sean-rogers-t/Coursera_Capstone
Applied Data Science Capstone
sean-rogers-t/cryptohack
cryptohack solutions
sean-rogers-t/cs231n.github.io
Public facing notes page
sean-rogers-t/Dataquest-projects
sean-rogers-t/fastbook
The fastai book, published as Jupyter Notebooks
sean-rogers-t/gcbapp-dockerfile-example
Example used in the Cloud Build GitHub app tutorial
sean-rogers-t/GCP
sean-rogers-t/HackerRank
solutions to hacker rank problems in C# and/or python
sean-rogers-t/learning-sql-548044
Learning SQL Programming
sean-rogers-t/Machine-Learning-w-Scikit-Learn
sean-rogers-t/msds621
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
sean-rogers-t/nn-zero-to-hero
Neural Networks: Zero to Hero
sean-rogers-t/OCWwebsite
sean-rogers-t/papers
sean-rogers-t/pdf.tocgen
A CLI toolset to generate table of contents for PDF files automatically.
sean-rogers-t/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
sean-rogers-t/pymc-resources
PyMC educational resources
sean-rogers-t/quant-notes
Quantitative Interview Preparation Guide, updated version here ==>
sean-rogers-t/Sage-programs
sean-rogers-t/soergelbook
Supplementary material for the Introduction to Soergel bimodules by B. Elias, S. Makisumi, U. Thiel, G. Williamson
sean-rogers-t/suggested-notation-for-machine-learning
This introduces a suggestion of mathematical notation protocol for machine learning.
sean-rogers-t/Swngr