Prawar Poudel

This page is used as a one stop for all the notes that I make, for my quick reference.

Many of the contents here are derived from the open internet. Source will be appropriately cited.

Please find my original resume page at this about page .

Topic AI/ML

Basic Machine Learning Topics

img src

Supervised Machine Learning

img src

Unsupervised ML: Clustering

Unsupervised ML: Dimnsn Reduction

Unsupervised ML: Timeseries

Retrieval Augmented Generation

RAG Implementation

TODO: Code LLama Intro

Code LLama Hands-On

Breaking Code LLama

Natural Language Processing

img src

Topic Programming

Various Programming Topics

credit: img src

Various Kubernetes Topics

Various Coding Practices

credit: img src

Various Comp Security Topics

Various System Design Topics

Topic Performance Engineering

TODO: REDIS benchmarking

TODO:PProf GoLang

TODO:LibVirt

Topic Data Science

Various Data Science Topics