PinnedSantiago ValdarramaA Machine Learning RoadmapA simple machine learning roadmap with 6 specializations that you can use to start a career.·4 min read·Jun 4, 2021--14--14
PinnedSantiago ValdarramainTowards Data ScienceThe Math you need for Machine LearningA list of resources that will help you level up with the math required for machine learning.·4 min read·Apr 30, 2021--1--1
PinnedSantiago ValdarramaA 5-step process to learn new thingsI’ve been iterating on my process to learn new things for quite some time now, and it’s time to put it out there and let others benefit.·4 min read·May 14, 2021--4--4
PinnedSantiago ValdarramaA model that smokes everyone elseI didn’t pay too much attention when I heard about CLIP, a new neural network that learns visual concepts from natural language…·3 min read·Mar 25, 2021--3--3
Santiago ValdarramaKeeping up with machine learning fundamentalsWe were looking for something, but couldn’t find it, so we built it.2 min read·Apr 19, 2022----
Santiago ValdarramainTowards Data ScienceConsiderations when choosing a machine learning modelContrary to what many believe, a model with the best performance is not necessarily the best choice.·4 min read·Jul 13, 2021--2--2
Santiago ValdarramaLessons learned from the smartest Software Engineer I’ve metFor over 10 years, I shared a keyboard with him. Here are the things that stuck with me.·4 min read·Jul 12, 2021--53--53
Santiago ValdarramainTowards Data ScienceHow to Deal with an Imbalanced Dataset in Machine Learning6 different techniques to solve one of the most common problems you’ll face.·3 min read·Jul 8, 2021--3--3
Santiago Valdarrama7 lessons I’ve learned about starting a career in machine learning.About taking action, your approach, communities, and shortcuts.·4 min read·Jun 10, 2021--1--1
Santiago ValdarramaA short introduction to Cost-Sensitive LearningAn instrumental technique that you can use in real-world scenarios to ensure your model aligns with business requirements.·4 min read·May 28, 2021--2--2
