bagging-classifier.hashnode.devUnderstanding XGBoost AlgorithmXGBoost (Extreme Gradient Boosting) is one of the most powerful and widely techniques in data science community. It dominates the competitive machine learning platforms like Kaggle and extensively use in many industrial applications ranging from heal...Aug 27, 2025·6 min read
data-structures-in-python-1.hashnode.devPython Loops Made Easy: A Practical Guide to For and While LoopsWhat are Loops? Loops are one of the most important concepts in python. Loops allows us to write the same block of code multiple times without rewriting it again and again. There are 2 types of loops in python for loop and While loop. Mastering loops...Aug 24, 2025·3 min read
data-structures-in-python-1.hashnode.devDictionaries Decoded: How to Harness Key-Value Pairs for Smarter Data ManagementWhat are Python Dictionaries? Python dictionaries represent one of the most powerful and versatile data structures in programming. Offering fast O(1) average case and provides flexible key-value pair storage that makes them an excellent choice for ef...Aug 17, 2025·4 min read
probability.hashnode.devKurtosisKurtosis is a measure of tailedness of a distribution. It defines how often outliers occur. Distributions having medium kurtosis are known as mesokurtic. Distributions having low kurtosis are known as platykurtic Distributions having high kurtosis...Aug 13, 2025·3 min read
data-structures-in-python-1.hashnode.devData StructuresWhat are Data Structures? A data structure is a way of storing data into the memory. We structure data in a different way depending on what kind of data what we have. Why does Data Structure Matter? In Data Science, Data Structure provide efficient w...Aug 10, 2025·5 min read
