adithyakpb – signal and noise

signal and noise

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in listening to noise lies the signal

everything I learn - theory, mathematics, and fundamentals
everything I build - code and practical guides

Recent Posts

model drift in LLMs

why models degrade

natural language processing

fundamentals of processing natural language with machines(computers)

math behind machine learning

math behind machine learning algorithms

math for quantum physics

math behind quantum physics and quantum algorithms

Heuristic evaluation of LLM powered systems

evaluation is personal

testset generation for LLM powered systems

ask questions you know the answers to

RAG 102

build non-simple RAG systems

Agents 101

describe and build an AI ‘agent’ (2024 definition)

An undergraduate degree in AI and ML?

The reality behind India’s first AI/ML undergraduate degree

Vector Databases in Production

you built a RAG PoC. now it’s time to deploy it.

Retrieval Augmented Generation 101

Large Language Models are very powerful at learning in-depth knowledge from data and its associated patterns presented to it during pre-training, and subsequent finetuning.…

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