@-lakshya

Day 11 - EDA Completed

Apr 8 · 3 min read · It Was Not the Graph That Was Confusing Today's small discovery was this. Sometimes a graph looks confusing not because it is complex but because the brain is looking at it the wrong way. Two visualiz

Day 10 — First Real Look at the Dataset

Apr 5 · 3 min read · Getting the Libraries In Today I actually got my hands on the dataset for the AI based intrusion detection project. First thing was installing the libraries I needed inside the Jupyter notebook. Panda

Day 9 — EDA, Jupyter Kernels, and a Dataset

Apr 4 · 3 min read · Today was all about EDA. Exploratory Data Analysis. Before any AI model does its job, finding intrusions, classifying traffic as benign or malicious, someone has to make sure the data it's learning fr

Day 8 — Schematic Overview of an AI-Based Intrusion Detection System

Apr 3 · 3 min read · Today, I went deep into how an AI-based Intrusion Detection System actually works end-to-end. Not just surface-level — I wanted to understand the full pipeline, from the moment traffic enters a networ

Day 7 - EDA (Exploratory Data Analysis)

Apr 2 · 1 min read · Got a new assignment today for my Applications of AI paper — a report on how AI is being used to solve a real-world problem, plus actual Python data analysis in a Jupyter notebook. Still in the early