machine learning

Collaborative Filtering

Collaborative filtering is a method used by recommender systems to predict user preferences based on the preferences of other similar users. It leverages the collective wisdom of a community to make personalized recommendations. Key Characteristics / Core Concepts User-based: Focuses on finding users with similar tastes. Item-based: Focuses on finding items frequently consumed together. Prediction: … Read more

Artificial Intelligence

Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. These processes include learning, reasoning, and self-correction. Key Characteristics / Core Concepts Machine Learning: AI systems learn from data without explicit programming. Deep Learning: A subset of machine learning using artificial neural networks with multiple layers. Natural Language Processing (NLP): … Read more