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🔍 Module 14: Hyperparameter Tuning - Optimizing Your Ride Rating Prediction Model 🚕💡 How does Uber predict your star rating after a ride? It’s not magic—it’s Machine Learning smart tuning! ⚙️✨ In this post, we dive into how Lasso Regression Hyperparameter Tuning help us predict rider satisfaction with high accuracy. We use Spark MLlib to test different combinations of regularization (regParam) and ElasticNet parameters to minimize error (RMSE). The result? 🎯 A model that understands your

Try this and you won’t be the same person in 6 months: Step 1 Expand Your Mind - All change is identity change. - Set a massive goal in one domain: mind, body, or business. - Use it as a lens to filter every choice. - The pain of missing that vision must outweigh the comfort of staying the same. Step 2 Create a Hierarchy of Goals - Big goals create direction; small goals create traction. - Break the vision into: 10-year, 1-year, monthly, weekly. - Each morning, write 3–5 priority tasks that move

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