PinnedAtharv KulkarniThe Science Behind the Best Models: A Guide to Hyperparameter TuningHyperparameter tuning — the ultimate test of your patience and sanity. It’s like trying to teach a cat to dance — it’s possible, but it’s…Mar 5, 2023Mar 5, 2023
Atharv KulkarniA Walk Through the Forest: Unraveling the Intricacies of Random Forest Algorithm in AIRandom Forest ~ is such a calming name for a chaotic process, some might not feel the same way I do about random forest. For me, the Random…May 31, 2023May 31, 2023
Atharv KulkarniSupercharging AI: Unleashing the Power of BoostingBoosting is a methodology in data science to modify and optimize a model. It works in a way to ensure the literal and oblique manner of…May 30, 2023May 30, 2023
Atharv KulkarniBagging: The Secret Weapon in Your Machine Learning ArsenalEnsemble learning techniques are gaining popularity in the field of machine learning. One of the most widely used ensemble learning…Mar 19, 2023Mar 19, 2023
Atharv KulkarniBehind Every Great Model: The Critical Role of Preprocessing and Post ProcessingPre-processing and post-processing are two critical steps in data science that help in improving the quality of the data and enhancing the…Mar 5, 2023Mar 5, 2023
Atharv KulkarniBranching Out: Understanding Decision Trees, a practical wayDecision Trees. They’re like a flowchart on steroids.Feb 25, 20231Feb 25, 20231
Atharv KulkarniVisualizing Performance: AUC and ROC Curves in ActionReceiver Operating Characteristic (ROC) curves and Area Under the Curve (AUC) scores are two widely used evaluation metrics in machine…Feb 22, 2023Feb 22, 2023
Atharv KulkarniWhat is The Legendary Brief History of Time all about?“A Brief History of Time” is a popular science book written by physicist Stephen Hawking. The book provides a non-technical introduction to…Feb 20, 2023Feb 20, 2023
Atharv KulkarniinGeek CultureAdd some spice to your classification game with SVM Kernels!A kernel is like a magic spell that helps SVMs (Support Vector Machines) understand your data. Think of SVMs as a wizard who’s trying to…Feb 18, 2023Feb 18, 2023
Atharv KulkarniClassify like a boss with Support Vector Machines!A Brief HistoryFeb 14, 2023Feb 14, 2023