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PRIOR

Naren
Prakash

Statistics, machine learning, and software.

OPEN TO WORK
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LIKELIHOOD

Projects

Statistics

Airbnb Geostatistical Analysis

Applying my coursework from STATS C173/C273

STATUSComplete
Machine LearningDec 24

Autoencoder for Anomaly Detection

How do we identify potentially dangerous situations and act quickly in real time?
Machine LearningDec 24

Data Generator

With such large amounts of data that can't fit in memory alone, how can we use all of it for training?
POSTERIOR

Notes & explorations

Notes, paper summaries, and explorations of topics I find interesting.

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Prior: what you believe
2
5
Data: k heads in n flips
3
10

Beta(2, 5) + 3 heads in 10 → Beta(5, 12)

posterior = Beta(α+k, β+n−k)

Read the full reference →
EXPLORE THE EDU SUITE →