Pinned Repositories
brew
🍺 The missing package manager for macOS (or Linux)
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.
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.
IEORE4523-Data-Analytics
Material and assignments for Data Analytics course (IEOR E4523) @ Columbia
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
rl
An advanced course on reinforcement learning offered at Columbia University IEOR in Spring 2018
joehigh's Repositories
joehigh/Data-Science--Cheat-Sheet
Cheat Sheets
joehigh/IEORE4523-Data-Analytics
Material and assignments for Data Analytics course (IEOR E4523) @ Columbia
joehigh/rl
An advanced course on reinforcement learning offered at Columbia University IEOR in Spring 2018
joehigh/COMSW4771
Machine Learning @ Columbia
joehigh/CSORW4231
HW completed in CSOR W4231 and CSOR W4246 at Columbia.
joehigh/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.
joehigh/introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
joehigh/lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
joehigh/brew
🍺 The missing package manager for macOS (or Linux)
joehigh/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.
joehigh/COMS_W4705_NLP
Assignments for COMS W4705 (Natural Language Processing) at Columbia University
joehigh/Data_Mining_553.636
Data Mining @ JHU
joehigh/EN.550.413
Applied Statistics & Data Analysis @ JHU
joehigh/EN.553.633
Monte Carlo Methods @ JHU
joehigh/EN.553.732
Bayesian Statistics @ JHU
joehigh/IEOR4523_Project
This repo contains the materials for the group project in Data Analytics
joehigh/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.
joehigh/IEORE4007
Optimization Models & Methods for FE @ Columbia
joehigh/Intro-to-Databases-F22
W4111 - Introduction to Databases course, Columbia University, Fall 2022
joehigh/pandas_exercises
Practice your pandas skills!
joehigh/PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development and model validation
joehigh/W4111-Intro-to-DB-S22