CodeStips

Neural Networks

Common ML Mistakes Beginners Make

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.

Convolutional Neural Networks (CNNs) Explained

Convolutional Neural Networks (CNNs) Explained

Machine Learning & AI

CNNs are the foundation of modern computer vision, enabling image recognition, classification, and generation through deep learning architectures.

Deep Q-Networks (DQN) Tutorial

Deep Q-Networks (DQN) Tutorial

Machine Learning & AI

Learn how Deep Q-Networks (DQN) combine Q-learning with neural networks to revolutionize reinforcement learning, with step-by-step Python implementation.

Python Machine Learning Cheatsheet

Python Machine Learning Cheatsheet

Cheatsheets & Reference Guides

A concise Python machine learning cheatsheet covering essential libraries, data handling, model building, evaluation, and deployment tips for beginners and experienced practitioners.

Real-Time AI Projects in Python

Real-Time AI Projects in Python

Machine Learning & AI

Python is the top language for building real-time AI systems like voice assistants and self-driving cars, leveraging its powerful libraries for instant processing and response.