The Difficulties of Machine Learning in Production
August 5, 202210 lessons from a decade of deploying machine learning
I'm Francisco and this is my blog. You can find some of my other writing on the Chaos Engineering blog. I'm very passionate about data, code, technology, engineering, economics, finance, machine learning, digital products, and philanthropy. I'll probably write about some of those things so feel free to check back in if you're interested!
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10 lessons from a decade of deploying machine learning
A brief review of some of my favorite paradoxes and cognitive biases.
A tutorial on converting numbers from decimal to binary...and back!
365 days @ Fast
My year in review.
Where did the time go?
A Data Scientist's Guide to using FastAPI and BERT to Build a twitter scanner of your tweets.
Using GitHub Actions to run a Python script inside of a docker container scheduled daily.
A Data Scientist's guide to Function Approximation
A Data Scientists Guide to using Docker containers to quickly spin up a Jupyter Notebook
A Data Scientists Guide to Segmenting your Customers using clustering algorithms and decision trees.
A Data Scientists Guide to Building a Basic Credit Risk Model
How Data Science Scaled the Fintech Revolution
A brief note about the most important equation in all of statistics.
Sharing some of my goals for 2021
Some thoughts on the elegance of code.
GitHub Actions to Deploy a Static Site built with Next.js
Learning the Next JavaScript Framework
Francisco's 2020 Year in Review