Lessons From My ML Journey: Data Splitting and Data Leakage

Common mistakes to avoid when you transition from statistical modelling to Machine Learning

My Story

Data Science, Machine Learning, and AI are undeniably buzzwords of today. My LinkedIn is flooded with data gurus sharing learning roadmaps for those eager to break into this data space.

Yet, from my personal experience, I’ve found that the journey towards Data Science isn’t as linear as merely following a fixed roadmap, especially for individuals transitioning from various …

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