Most AI explanations assume you have a CS degree. This one assumes you do not.
AI vs Machine Learning vs Deep Learning
AI = any software mimicking human intelligence
Machine Learning = AI that learns from data
Deep Learning = ML using neural networks with many layers
They are nested concepts, not separate things. Full breakdown
Neural Networks
Inspired by the brain: layers of nodes process information, finding patterns in data. More layers = deeper learning.
Large Language Models
LLMs power ChatGPT, Claude, and Gemini. Trained on billions of text examples, they predict the most likely next word based on context.
What is a Large Language Model?
Natural Language Processing
NLP is how computers understand human language. It powers chatbots, translation, and sentiment analysis.
Computer Vision
Enables AI to understand images. Used in medical imaging, self-driving cars, and quality control.
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