Home About LinkedIn Google Scholar
About AI Topics Data Science Topics Programming Topics System Design Topics (Book) Kubernetes Coding Examples Machine Learning RAG Concept RAG Implementation REDIS Benchmarking Code Llama Intro Code Llama Hands-On Breaking Code Llama Why Jhonny Cant't Prompt Discriminative Vs Generative Models Generative Adversarial Models Regex in python Kube Health Checks Raft Algorithm (Consensus) Ex-Google SRE on Alerting System Design Primer (Github) Supervised Machine Learning Unsupervised Machine Learning (Clustering) Unsupervised Machine Learning (Dimensn Redcsn) Unsupervised Machine Learning (Timeseries) Deep Learning (Introduction) PostgreSQL Natural Language Processing

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

machine learning basics

img src

Supervised Machine Learning

supervised machine learning

img src

Unsupervised ML: Clustering

machine learning clustering

Unsupervised ML: Dimnsn Reduction

machine learning Dimensionality reduction

Unsupervised ML: Timeseries

machine learning timeseries

Retrieval Augmented Generation

rag description pictorial

RAG Implementation

rag description pictorial

TODO: Code LLama Intro

Meta Logo

Code LLama Hands-On

Meta Logo

Breaking Code LLama

Meta Logo

Natural Language Processing

natual language processing

img src

Topic Performance Engineering

TODO: REDIS benchmarking

redis logo online

Topic Data Science

Various Data Science Topics

data science topics

Topic Programming

Various Programming Topics

programming topics

credit: img src

Various Kubernetes Topics

Kubernetes topics

Various Coding Practices

Coding topics

credit: img src