Pedro Tabacof’s blog
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Real-Time ML Models with Serverless AWS
Using AWS Lambda and API gateway
In this post, I will explore how to deploy a real-time machine learning model using AWS Lambda and API Gateway. I will go over the following points:
Jun 4, 2023
Pedro Tabacof
Name classification with ChatGPT
How does it compare to machine learning language models?
I explore the problem of name classification with ChatGPT and three…
Mar 27, 2023
Pedro Tabacof
The Hierarchy of Machine Learning Needs
In 1943, Abraham Maslow created the hierarchy of human needs, ranging from basic physiological…
Mar 15, 2023
Pedro Tabacof
NeurIPS 2018: A Data Scientist’s Perspective
Two weeks ago in Montreal, NeurIPS (formerly known as NIPS) took place, the world’s largest conference on machine learning and artificial intelligence. Major advancements in…
Dec 17, 2018
Pedro Tabacof
How (not) to forecast an election
We use a hierarchical Bayesian model to show how a simple pro-Trump bias has a huge effect on forecasting election results. See the discussion on HackerNews.
Nov 16, 2016
Pedro Tabacof
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