PinnedInTDS ArchivebySantiago Víquez·Apr 24, 2020If 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…A response icon28A response icon28
Santiago Víquez·May 29, 2023Tutorial — Monitoring an ML Model with NannyMLLearn how to estimate the performance of ML models in production and figure out if your model performance is degrading.
InTDS ArchivebySantiago Víquez·Apr 11, 202391% of ML Models Degrade in TimeA 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…A response icon1A response icon1
Santiago Víquez·Jan 13, 2023How Model Monitoring Can Save You Millions of DollarsIn this blog post, we will learn from Zillow’s incident and understand how ML monitoring tools can help you detect the early effects of…
InTDS ArchivebySantiago Víquez·Feb 22, 2022Approaching your first NLP ProjectThis article will help you cut through your first NLP project and end it with great results.A response icon1A response icon1
Santiago Víquez·Oct 29, 2021Top 10 Junior Data Science Interview Questions & AnswersHere is a list with 10 of the most common data science interview questions for junior positions. Interviewers usually focus on Statistics…
Santiago Víquez·Mar 2, 2021What 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…A response icon1A response icon1
InTDS ArchivebySantiago Víquez·May 7, 2020Harry Potter and the Deep Learning ExperimentGenerate text based on Harry Potter’s books using an RNNA response icon1A response icon1
Santiago Víquez·Apr 24, 2020Si 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…A response icon2A response icon2