PinnedSantiago Valdarrama·Jun 4, 2021A Machine Learning RoadmapA simple machine learning roadmap with 6 specializations that you can use to start a career.A response icon13A response icon13
PinnedInTDS ArchivebySantiago Valdarrama·Apr 30, 2021The Math you need for Machine LearningA list of resources that will help you level up with the math required for machine learning.A response icon1A response icon1
PinnedSantiago Valdarrama·May 14, 2021A 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.A response icon4A response icon4
PinnedSantiago Valdarrama·Mar 25, 2021A 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…A response icon2A response icon2
Santiago Valdarrama·Apr 19, 2022Keeping up with machine learning fundamentalsWe were looking for something, but couldn’t find it, so we built it.
InTDS ArchivebySantiago Valdarrama·Jul 13, 2021Considerations when choosing a machine learning modelContrary to what many believe, a model with the best performance is not necessarily the best choice.A response icon2A response icon2
Santiago Valdarrama·Jul 12, 2021Lessons 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.A response icon52A response icon52
InTDS ArchivebySantiago Valdarrama·Jul 8, 2021How to Deal with an Imbalanced Dataset in Machine Learning6 different techniques to solve one of the most common problems you’ll face.A response icon3A response icon3
Santiago Valdarrama·Jun 10, 20217 lessons I’ve learned about starting a career in machine learning.About taking action, your approach, communities, and shortcuts.A response icon1A response icon1
Santiago Valdarrama·May 28, 2021A short introduction to Cost-Sensitive LearningAn instrumental technique that you can use in real-world scenarios to ensure your model aligns with business requirements.A response icon2A response icon2
