PinnedPublished inTDS ArchiveIf 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…Apr 24, 20207.1K28Apr 24, 20207.1K28
Tutorial — 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.May 29, 20233May 29, 20233
Published inTDS Archive91% 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…Apr 11, 20231741Apr 11, 20231741
How 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…Jan 13, 2023235Jan 13, 2023235
Published inTDS ArchiveApproaching your first NLP ProjectThis article will help you cut through your first NLP project and end it with great results.Feb 22, 20221681Feb 22, 20221681
Top 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…Oct 29, 2021189Oct 29, 2021189
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…Mar 2, 2021981Mar 2, 2021981
Published inTDS ArchiveHarry Potter and the Deep Learning ExperimentGenerate text based on Harry Potter’s books using an RNNMay 7, 20201301May 7, 20201301
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…Apr 24, 2020372Apr 24, 2020372