May 22, 2025 · 3 min read · A few months ago, I landed a project where I had to build a computer vision model to detect keypoints on images of hand scans. I rolled up my sleeves and did what every diligent machine learning (ML) engineer does: Hyper-parameter tuning - dozens of...
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Sep 12, 2024 · 8 min read · In machine learning, feature engineering is often considered the secret sauce that can dramatically improve model performance. While algorithms and models receive a lot of attention, the quality of features plays an equally—if not more—important role...
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Sep 12, 2024 · 6 min read · Imagine a student named Bauer who took an Algebra class with his classmates. Bauer paid attention during the lessons but may not completely understand the underlying principle of Algebra. Two weeks later, the teacher gave the class a test. Fortunatel...
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