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Why can't we separate YAML from ML?

November 19, 2024 · 8 minute read · data-science, machine-learning-engineering

Portable Quarto Reports

October 23, 2024 · 4 minute read · data science

Big Company Bachelor's

January 14, 2024 · 8 minute read · data science industry, navel gazing

Do you actually need a vector database?

April 10, 2023 · 7 minute read · llm, mlops, deep-learning

Data scientists work alone and that's bad

January 10, 2023 · 6 minute read · data science industry

Ego, Identity, and Rationalization

September 8, 2022 · 6 minute read · navel-gazing, academia, data-science-industry

ML Monitoring with Materialize

July 19, 2022 · 11 minute read · ml-monitoring, machine-learning-engineering, mlops

Let's Continue Bundling into the Database

May 10, 2022 · 10 minute read · ml-monitoring, machine-learning-engineering, mlops

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

November 3, 2021 · 9 minute read · computer-vision, deep-learning, machine-learning

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

August 25, 2020 · 18 minute read · computer vision, deep learning, machine learning, 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

February 18, 2019 · 13 minute read · deep learning, machine learning, time series

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

August 6, 2018 · 7 minute read · operations research, serverless, web development

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

December 5, 2016 · 8 minute read · computer vision, deep learning, recommendation systems

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

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