CodeStips

Algorithms

Random Search for Hyperparameter Optimization

Machine Learning & AI

Random search offers a more efficient alternative to grid search for hyperparameter tuning in machine learning, especially in high-dimensional spaces, and can be implemented using Python.

Sorting Data Efficiently

Best Practices & Optimization

Learn efficient sorting techniques in Python using built-in methods and custom sorting for better code performance and clarity.

Stock Price Prediction with ML

Machine Learning & AI

Learn to build a stock price predictor using machine learning and Python, combining finance and data science for a practical, hands-on project.

Understanding Unsupervised Learning

Machine Learning & AI

Unsupervised learning explores unlabeled data to find hidden patterns and groupings autonomously, without prior guidance.

XGBoost Algorithm Tutorial

Machine Learning & AI

XGBoost is a powerful machine learning algorithm known for winning competitions and delivering outstanding results. This tutorial explains what makes it special and how to use it.