Algorithms

Common ML Mistakes Beginners Make

Machine Learning & AI

Avoid common machine learning pitfalls by understanding your data before building models and ensuring feature scaling for better algorithm performance.

Optimizing List Operations

Best Practices & Optimization

Optimize Python lists by understanding their internals, using efficient methods like list comprehensions and built-in functions, and choosing the right data structures for better performance.

Optimizing Loops in Python

Best Practices & Optimization

Optimize Python loops for better performance with efficient iteration techniques over large datasets and complex calculations. Improve code speed and resource usage.

Python Practice Problems with Solutions

Basics of Python

Practice Python with problems for beginners to intermediate levels, complete with solutions and explanations to reinforce coding skills.

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.

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.