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Astha Puri

Featured Book

Stars, Psyche and AI: Exploring Psycho-Astrotherapy

Stars, Psyche and AI: Exploring Psycho-Astrotherapy

This groundbreaking book on psycho astro therapy, the world's first of its kind, merges artificial intelligence (AI) with ancient astrological wisdom

2024

Dr. Amita Puri, et al.

Dr. Amita Puri, Ms. Astha Puri, et al.

Stories

Getting started with LlamaIndex — Part 1

LlamaIndex is an LLM framework to build applications. It provides tools to help with document indexing, retrieval, connect to different…

Jun 12

Getting started with LlamaIndex — Part 1

Jun 12

Published in
Analytics Vidhya

Demystifying AI — Part 1

No one knows ‘how’ AI is working exactly. We can’t backtrack the exact outputs. But one thing that is clear is AI is constantly evolving…

Jun 5

Demystifying AI — Part 1

Jun 5

Published in
Towards AI

Biggest Problem With ML Systems Today

So you built a machine learning model and deployed it in production. Most of the models built today do not make it to production. So in…

Aug 10, 2022

Biggest Problem With ML Systems Today

Aug 10, 2022

Published in
Towards Data Science

Deep diving statistical distributions with Python for Data Scientists

For any data scientist, it is important to understand statistics, data distributions and how they can be used in real world scenarios…

Sep 28, 2021

Deep diving statistical distributions with Python for Data Scientists

Sep 28, 2021

Published in
Towards Data Science

Stream Analytics using OCI Streaming and Oracle Database

High volume data streams are everywhere, be it server logs, web click data, messaging, media etc.

May 21, 2021

Stream Analytics using OCI Streaming and Oracle Database

May 21, 2021

Published in
Towards AI

When Variance and Standard Deviation Fail to Explain Variability!

We all know the definition of variance — it helps us understand how dispersed the data points are, around the mean.

Dec 28, 2019

When Variance and Standard Deviation Fail to Explain Variability!

Dec 28, 2019

Published in
Analytics Vidhya

What, why and when of one hot encoding

While training ML models, you come across numerical and categorical variables. And you decide to encode categorical variables so that you…

Dec 8, 2019

What, why and when of one hot encoding

Dec 8, 2019

Published in
Towards AI

The Covariance and Correlation Clutter…

For the longest of time, I remember being confused between these two devils — covariance and correlation. And the resemblance DID NOT help…

Mar 28, 2019

The Covariance and Correlation Clutter…

Mar 28, 2019

Astha Puri

Astha Puri

Book Author

Senior Data Scientist | https://www.linkedin.com/in/astha-puri/

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