PinnedSantiago ValdarramaA Machine Learning RoadmapA simple machine learning roadmap with 6 specializations that you can use to start a career.Jun 4, 202114Jun 4, 202114
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.Apr 30, 20211Apr 30, 20211
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.May 14, 20214May 14, 20214
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…Mar 25, 20213Mar 25, 20213
Santiago ValdarramaKeeping up with machine learning fundamentalsWe were looking for something, but couldn’t find it, so we built it.Apr 19, 2022Apr 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.Jul 13, 20212Jul 13, 20212
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.Jul 12, 202153Jul 12, 202153
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.Jul 8, 20213Jul 8, 20213
Santiago Valdarrama7 lessons I’ve learned about starting a career in machine learning.About taking action, your approach, communities, and shortcuts.Jun 10, 20211Jun 10, 20211
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.May 28, 20212May 28, 20212
