PinnedA Machine Learning RoadmapA simple machine learning roadmap with 6 specializations that you can use to start a career.Jun 4, 2021A response icon13Jun 4, 2021A response icon13
PinnedPublished inTDS ArchiveThe Math you need for Machine LearningA list of resources that will help you level up with the math required for machine learning.Apr 30, 2021A response icon1Apr 30, 2021A response icon1
PinnedA 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, 2021A response icon4May 14, 2021A response icon4
PinnedA 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, 2021A response icon3Mar 25, 2021A response icon3
Keeping up with machine learning fundamentalsWe were looking for something, but couldn’t find it, so we built it.Apr 19, 2022Apr 19, 2022
Published inTDS ArchiveConsiderations when choosing a machine learning modelContrary to what many believe, a model with the best performance is not necessarily the best choice.Jul 13, 2021A response icon2Jul 13, 2021A response icon2
Lessons 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, 2021A response icon52Jul 12, 2021A response icon52
Published inTDS ArchiveHow to Deal with an Imbalanced Dataset in Machine Learning6 different techniques to solve one of the most common problems you’ll face.Jul 8, 2021A response icon3Jul 8, 2021A response icon3
7 lessons I’ve learned about starting a career in machine learning.About taking action, your approach, communities, and shortcuts.Jun 10, 2021A response icon1Jun 10, 2021A response icon1
A 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, 2021A response icon2May 28, 2021A response icon2
