to generate various visiualization using pandas and matplotlib. 1import pandas as pd 2import matplotlib.pyplot as plt 3 4# Sample Data 5data = { 6 'Month': ['Jan', 'Feb', …

program 5 - Random Forest Classification – Weather and Iris Dataset 1 2import pandas as pd import numpy as np 3import matplotlib.pyplot as plt import seaborn as sns 4from sklearn.model_selection …

Docker is an open-source platform that allows developers to build, package, and run applications in containers. Containers are lightweight, standalone, and executable units that include everything …

kafka in wsl home folder cd ~/kafka_2.13-3.8.0 bin/zookeeper-server-start.sh config/zookeeper.properties bin/kafka-server-start.sh config/server.properties nano …

GBN 1#include <stdio.h> 2 3int main() { 4 int total, win, lost, i, j; 5 6 printf("Total frames: "); 7 scanf("%d", &total); 8 9 printf("Window size: "); 10 …

LLM Data Preprocessing Preprocessing text data is one of the most important steps in training Large Language Models (LLMs). The first step in this process is tokenization — the act of converting raw …

What is an LLM? LLM stands for Large Language Model. An LLM is a type of artificial intelligence model designed to understand, generate, and interact using human language. It learns patterns, …

📘3. Positional Embeddings 🧠 Why Do We Need Positional Embeddings? In embedding layer, the same tokens get mapped to the same vector representation. That means the model naturally has no idea about …

🧠2.Token Embeddings in LLMs They’re also often called vector embeddings or word embeddings. 🔤 From Tokens to Token Embeddings Before a model can “read” anything, it first breaks text into smaller …

1. What is Git? Git is a distributed version control system (DVCS) that helps track changes in code and coordinate work between multiple people. It works locally on your machine and allows you to: …