Santiago Víquez

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Santiago Víquez
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Towards Data Science

If I had to start learning data science again, how would I do it?

A couple of days ago I started thinking if I had to start learning machine learning and data science all over again where would I start…

5 min readApr 24, 2020

If I had to start learning data science again, how would I do it?

Santiago Víquez

Tutorial — Monitoring an ML Model with NannyML‍

Learn how to estimate the performance of ML models in production and figure out if your model performance is degrading.

12 min readMay 29, 2023

Tutorial — Monitoring an ML Model with NannyML‍

Santiago Víquez
in
Towards Data Science

91% of ML Models Degrade in Time

A recent study from MIT, Harvard, and Cambridge showed that 91% of ML models degrade over time. This study is one of the first of its…

9 min readApr 11, 2023

Santiago Víquez

How Model Monitoring Can Save You Millions of Dollars

In this blog post, we will learn from Zillow’s incident and understand how ML monitoring tools can help you detect the early effects of…

9 min readJan 13, 2023

How Model Monitoring Can Save You Millions of Dollars

Santiago Víquez
in
Towards Data Science

Approaching your first NLP Project

This article will help you cut through your first NLP project and end it with great results.

8 min readFeb 22, 2022

Santiago Víquez

What I learned from interviewing at Twitter, Webflow, Netlify, Shopify - and failing in the process.

The week after a rejection email is tough. My brain recreates the interview looking for mistakes and inserting thoughts that I will never…

2 min readMar 2, 2021

What I learned from interviewing at Twitter, Webflow, Netlify, Shopify - and failing in the process.

Santiago Víquez
in
Towards Data Science

Harry Potter and the Deep Learning Experiment

Generate text based on Harry Potter’s books using an RNN

5 min readMay 7, 2020

Harry Potter and the Deep Learning Experiment

Santiago Víquez

Si tuviera que aprender Data Science de nuevo, ¿Cómo lo haría?

Un día de estos me puse a pensar por dónde empezaría a aprender machine learning y data science si tuviera que comenzar de nuevo. Y lo…

5 min readApr 24, 2020

Si tuviera que aprender Data Science de nuevo, ¿Cómo lo haría?

Santiago Víquez

How many times can I spend money on nothing?

Turns out it is 111.

1 min readOct 18, 2019

If I had to start learning data science again, how would I do it?

A couple of days ago I started thinking if I had to start learning machine learning and data science all over again where would I start…

Tutorial — Monitoring an ML Model with NannyML‍

Learn how to estimate the performance of ML models in production and figure out if your model performance is degrading.

91% of ML Models Degrade in Time

A recent study from MIT, Harvard, and Cambridge showed that 91% of ML models degrade over time. This study is one of the first of its…

How Model Monitoring Can Save You Millions of Dollars

In this blog post, we will learn from Zillow’s incident and understand how ML monitoring tools can help you detect the early effects of…

Approaching your first NLP Project

This article will help you cut through your first NLP project and end it with great results.

Top 10 Junior Data Science Interview Questions & Answers

Here is a list with 10 of the most common data science interview questions for junior positions. Interviewers usually focus on Statistics…

What I learned from interviewing at Twitter, Webflow, Netlify, Shopify - and failing in the process.

The week after a rejection email is tough. My brain recreates the interview looking for mistakes and inserting thoughts that I will never…

Harry Potter and the Deep Learning Experiment

Generate text based on Harry Potter’s books using an RNN

Si tuviera que aprender Data Science de nuevo, ¿Cómo lo haría?

Un día de estos me puse a pensar por dónde empezaría a aprender machine learning y data science si tuviera que comenzar de nuevo. Y lo…

How many times can I spend money on nothing?

Turns out it is 111.

Santiago Víquez