Ever wondered how
Netflix 🎬 or Spotify 🎧 seem to magically know what you’ll like next?
It’s all math behind the scenes
vectors, dot products & cosine similarity.
Let’s break it down in simple terms
🧵
#BuildInPublic#machinelearningengineer#RecommendationSystem
Your ML model is STUCK because you're doing Feature Engineering wrong! 🤯Stop wasting time on hyperparameter tuning. The 95% models use these 3 high-leverage techniques:
Log Transformation
Data Binning
Feature Interaction
Try the (AXB) move this week! #MachineLearningEngineer#DS
I just updated my portfolio. I have 8 projects here.
One year ago, I knew basic python and now I have 8 data science projects in my portfolio.
When I wake up, i will update my resume and start job applications for a machine learning engineering role.