Gen AI Classroom Notes – 14/02/2025

# How LLMS Work * To understand this we need to understand     * Transformer     * Attention * Temperature: Temparature of llm models make word prediction creative * Attention “` “` * Word Embeddings: These are all the words, these words are represented as vector in high dimensional space * Prompt:  … Continue reading Gen AI Classroom Notes – 14/02/2025

Gen AI Classroom Notes -13/02/2025

# How Neural Networks work * Every nueron has an activation function and synapses have weights * To simplify lets think of a neural network for making a decision whether to hire an employee or not * Lets consider three weights     * experince = 0.6     * skills = 0.3    … Continue reading Gen AI Classroom Notes -13/02/2025

Gen AI Classroom Notes – 12/02/2025

Supervised Machine Learning Supervised machine learning is a type of machine learning where the model learns from labeled data to make predictions. How It Works Types of Supervised Learning Real-World Applications In short, supervised learning is like teaching a child with correct answers first, so they can make predictions on their own later! Regression Regression is a type… Continue reading Gen AI Classroom Notes – 12/02/2025