joehigh Goto Github PK

brew

🍺 The missing package manager for macOS (or Linux)

coms_w4705_nlp

Assignments for COMS W4705 (Natural Language Processing) at Columbia University

comsw4771

Machine Learning @ Columbia

csorw4231

HW completed in CSOR W4231 and CSOR W4246 at Columbia.

data-science--cheat-sheet

Cheat Sheets

data-science-portfolio

This repository, while not yet complete, houses a collection of projects I've been involved in during my academic journey or pursued out of personal interest.

data_mining_553.636

Data Mining @ JHU

en.550.413

Applied Statistics & Data Analysis @ JHU

en.553.633

Monte Carlo Methods @ JHU

en.553.732

Bayesian Statistics @ JHU

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ieor4523_project

This repo contains the materials for the group project in Data Analytics

ieor_e4150_project

Basic statistics and regression project required for IEOR E4150. Note that the requirements for the project were at a relatively basic level (fundamental classical statistical methods), so the entire project was completed in just a few days from start to finish, i.e., it was rushed.

ieore4007

Optimization Models & Methods for FE @ Columbia

ieore4523-data-analytics

Material and assignments for Data Analytics course (IEOR E4523) @ Columbia

intro-to-databases-f22

W4111 - Introduction to Databases course, Columbia University, Fall 2022

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

pandas_exercises

Practice your pandas skills!

piml-toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and model validation

rl

An advanced course on reinforcement learning offered at Columbia University IEOR in Spring 2018

w4111-intro-to-db-s22