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

Gen AI Classroom Notes – 11/02/2025

A small story In a small town in India, Ramesh owned a famous sweet shop known for its delicious Mysore Pak. His secret recipe, passed down through generations, was known only to him, and he guarded it fiercely. It was quite literally his “secret ingredient,” and no one else understood the exact process of making… Continue reading Gen AI Classroom Notes – 11/02/2025