Souradip PalindevdotcomImbalanced Data in Data Science: How to Fix It with SMOTE, Oversampling & MoreImagine you’re trying to predict the occurrence of a rare disease in a population. You’ve got a vast dataset of medical records, but here’s…5d ago5d ago
Souradip PalindevdotcomDBSCAN Algorithm: The Secret Sauce for Complex Clustering ProblemsImagine this: You’re tasked with sorting a room full of marbles of different sizes, colors, and shapes. You need to organize them into…6d ago6d ago
Souradip PalinTowards AIRegularization in Machine Learning: Mastering Ridge, Lasso, and Elastic NetThe story of regularization starts with a simple yet crucial problem that haunts many machine learning models: overfitting. Picture this —…Sep 19Sep 19
Souradip Palindevdotcom10+ Free Python Resources for Beginners: Start Your Coding Journey like a proImagine this: it’s a quiet afternoon, and you’re sipping on your favorite drink when you suddenly decide it’s time to learn something new…Sep 19Sep 19
Souradip PalindevdotcomBuilding a Real-Time Object Recognizer Using YOLOv10 Nano and a WebcamLet’s imagine for a second: you’re at a bustling city street corner. Cars are whizzing by, people are walking, bikes are weaving through…Sep 19Sep 19
Souradip PalinLearning DataFeel Better Online: The Future of Emotion Regulation through Empathic ContentExplore How Personalized Recommendations Can Turn Social Media into a Tool for Emotional BalanceSep 161Sep 161
Souradip PalinTowards AIOutlier Detection for Data Science: Practical Techniques and Tools ExplainedImagine you’re looking at a large dataset filled with customer purchases. Suddenly, you notice one purchase that’s 10 times the average…Sep 161Sep 161
Souradip PalinTowards AIThe Balancing Act of Machine Learning: Bias-Variance TradeoffOnce upon a time, in the world of machine learning, data scientists faced a constant challenge: finding the balance between a model…Sep 16Sep 16
Souradip PalindevdotcomBuilding Multi-AI Agent Systems with CrewAI: A Step-by-Step GuidePicture this: You’re a Pokémon Trainer, and instead of battling with Pikachu and Charizard, you’re commanding a team of highly skilled AI…Sep 161Sep 161
Souradip PalindevdotcomOpenAI’s New AI Model ‘o1’ Changes the GameStill failed to count the number of r in strawberrySep 151Sep 151