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Data scientists work alone and that's bad
January 10, 2023 · 6 minute read · data science industry
Ego, Identity, and Rationalization
ML Monitoring with Materialize
Let's Continue Bundling into the Database
Bayesian Rock Climbing Rankings
April 15, 2022 · 18 minute read · bayesian
Everything Gets a Package: My Python Data Science Setup
February 1, 2022 · 7 minute read · data science
Autoretraining is Easy if You Skip the Hard Parts
January 18, 2022 · 7 minute read · machine learning engineering, mlops
Alignimation: Differentiable, Semantic Image Registration with Kornia
Sandwich Data Science 2: Electric Boogaloo
September 28, 2021 · 7 minute read · sandwiches
A Serverless Event Collector
July 20, 2021 · 12 minute read · machine learning engineering, serverless
Feature Stores for Self-Service Machine Learning
February 3, 2021 · 9 minute read · data science industry, mlops
Optimal Peanut Butter and Banana Sandwiches
Starting Up and Shutting Down, Quickly
January 22, 2020 · 15 minute read · data science industry, ml-monitoring, machine-learning-engineering, mlops
Doing Freelance Data Science Consulting in 2019
January 8, 2020 · 21 minute read · data science industry
Production Machine Learning Survey Results
July 25, 2019 · 9 minute read · data science industry, machine learning engineering
Time Series for scikit-learn People (Part III): Horizon Optimization
Hedging Academia and Liberalizing Physics PhD Programs
February 12, 2019 · 14 minute read · academia, data science industry
spacecutter: Ordinal Regression Models in PyTorch
December 6, 2018 · 13 minute read · deep learning, machine learning
Quick and Dirty Serverless Integer Programming
Time Series for scikit-learn People (Part II): Autoregressive Forecasting Pipelines
March 22, 2018 · 20 minute read · machine learning, time series
Time Series for scikit-learn People (Part I): Where's the X Matrix?
January 28, 2018 · 13 minute read · machine learning, time series
Matrix Factorization in PyTorch
June 20, 2017 · 8 minute read · deep learning, recommendation systems
From Analytical to Numerical to Universal Solutions
March 20, 2017 · 3 minute read · deep learning
Rec-a-Sketch: a Flask App for Interactive Sketchfab Recommendations
February 5, 2017 · 6 minute read · recommendation systems, web development
Using Keras' Pretrained Neural Networks for Visual Similarity Recommendations
Learning to Rank Sketchfab Models with LightFM
November 7, 2016 · 21 minute read · recommendation systems
Intro to Implicit Matrix Factorization: Classic ALS with Sketchfab Models
October 19, 2016 · 17 minute read · recommendation systems
Likes Out! Guerilla Dataset!
October 9, 2016 · 7 minute read · recommendation systems, web scraping
Towards optimal personalization: synthesisizing machine learning and operations research
August 30, 2016 · 17 minute read · machine learning, operations research
I'm all about ML, but let's talk about OR
July 20, 2016 · 10 minute read · operations research
Explicit Matrix Factorization: ALS, SGD, and All That Jazz
January 9, 2016 · 24 minute read · recommendation systems
Intro to Recommender Systems: Collaborative Filtering
November 2, 2015 · 16 minute read · recommendation systems
Yet Another PhD to Data Science Post (Part III)
October 6, 2015 · 11 minute read · academia, data science industry
Yet Another PhD to Data Science Post (Part II)
September 29, 2015 · 7 minute read · academia, data science industry
Yet Another PhD to Data Science Post (Part I)
September 23, 2015 · 9 minute read · academia, data science industry
Festival Chatter (Part 4) - Some Simple Sentiment Analysis
November 25, 2014 · 8 minute read · festival chatter
Festival Chatter (Part 3) - Bonnaroo Analysis in the Fourth Dimension
October 6, 2014 · 9 minute read · festival chatter
Festival Chatter (Part 2) - Evaluating Band Popularity from Bonnaroo Tweets
September 9, 2014 · 9 minute read · festival chatter, web scraping
Festival Chatter (Part 1) - Collecting Bonnaroo Tweets from the Streaming Twitter API
August 31, 2014 · 6 minute read · festival chatter
Setting up a website and separate blog repository hosted on GitHub
August 22, 2014 · 4 minute read · web development