Name: Corey Wade
Type: User
Company: Berkeley Coding Academy
Bio: Author, Director & Founder of Berkeley Coding Academy. Math/Programming Teacher at Berkeley Independent Study.
Twitter: berkcodingacad
Location: Berkeley, CA
Blog: berkeleycodingacademy.com
Corey Wade's Projects
Introducing 3NG, a comprehensive 3-point metric combining accuracy and volume
pandas/Jupyter Notebook for ranking reviewers
Data Analysis of BIS Enrollment with Regression, StatsModel, Bootstrapping and Confidence Intervals
EDA of Mean Body Temperature Challenging 98.6
BookReviews_DataSet contains first exploration of Helpful_Reviews
Data and code behind the articles and graphics at FiveThirtyEight
This is a fractions class in progress.
Use ML to predict factors most likely to influence future user adoption including RFE and feature_importances_.
Hands-On Gradient Boosting with XGBoost and Scikit-learn Published by Packt
Early version of YourClock. Originally known as Happy Billionth Second.
Predict helpful reviews and star ratings with new helpful rating metric and Logistic Regression.
EDA for improving hospital readmission rates.
A few notes from an image recognition project.
Linear regression using Boston Housing dataset
Brief tutorial on logistic regression for determining male/female based on height/weight.
Notes taken from Data Camp Machine Learning courses
Second Springboard Capstone Project: A Movie Recommender
Natural Language Processing and ML Prediction using Naive Bayes and CountVectorizer.
Predict New York City cab fares with Neural Nets, Random Forests and LightGBM.
For Nov. 1 ODSC West Attendees
For those attending Introducing Machine Learning with Scikit-learn on Oct. 30, 2023
Publicly available datasets.
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 ;)