Aayush Malik – Medium

Aayush Malik

Aayush Malik

Want to use Principal Component Analysis? Answer these five questions first.

They say PCA helps you reduce the dimensionality of the data. Fair enough! Should you, however, always use it? Find out here when it fails.

Aug 21

Want to use Principal Component Analysis? Answer these five questions first.

Aug 21

Aayush Malik

Understanding Uttar Pradesh’s Agriculture in the Last Decade — One Crops Rules them All

Here’s what the Area, Production, and Yield Data from 2012–2023 published by Gov of India say about India’s most populous state.

Aug 7

Understanding Uttar Pradesh’s Agriculture in the Last Decade — One Crops Rules them All

Aug 7

Aayush Malik

Every 3 minutes a person died by suicide in India. Here’s what the NCRB 2022 data says.

According to National Crime Records Bureau’s Accidental Deaths and Suicides in India 2022, 170924 people died by suicide in India.

Jun 24

Every 3 minutes a person died by suicide in India. Here’s what the NCRB 2022 data says.

Jun 24

Aayush Malik

Here’s how I used Python and QGIS to find out 80% of India’s camel population.

I used Python to develop a script that parsed India’s Open Data Platform to get animal population from 2019 Census.

Jun 21

Here’s how I used Python and QGIS to find out 80% of India’s camel population.

Jun 21

Aayush Malik

Suicides in India — 2021

164033 people died by suicide in India in 2021. The world’s largest stadium — Narendra Modi Stadium — can sit only 132000 people.

Sep 17, 2023

Suicides in India — 2021

Sep 17, 2023

Aayush Malik

WTF is Strategy? — A Guide with Example Case Study

Search about the word strategy online and you are bound to come across a gazillion articles. Understand here with the help of a case study.

Sep 15, 2023

WTF is Strategy? — A Guide with Example Case Study

Sep 15, 2023

Aayush Malik

What is Vision? — a guide I wish I had!

If you have been asked to share what vision you have for your organisation or department and you failed to answer, this guide will help…

Aug 17, 2023

What is Vision? — a guide I wish I had!

Aug 17, 2023

Aayush Malik
in
Bootcamp

I used Indian Meteorological Department’s 5-Days Rainfall Forecast App. Here’s why it’s not usable.

One of the world’s oldest, finest, and innovative agencies can learn a thing or two from the world of software to design smooth interfaces.

Aug 5, 2023

I used Indian Meteorological Department’s 5-Days Rainfall Forecast App. Here’s why it’s not usable.

Aug 5, 2023

Aayush Malik

Transforming Defence Intelligence: Five Ways AI Enhances the Power of Remotely-Sensed Data

AI is revolutionising our world every single day. Know about the five ways AI is used with remote sensing data for defence and…

Jun 20, 2023

Transforming Defence Intelligence: Five Ways AI Enhances the Power of Remotely-Sensed Data

Jun 20, 2023

Aayush Malik

“Oh, dear! What’s a Counterfactual?” — A Guide for Elementary Causal Inference Scientists!

The crux of causal inference lies in comparison. Therefore, it is absolutely important for a scientist to understand counterfactuals.

Aug 24, 2022

“Oh, dear! What’s a Counterfactual?” — A Guide for Elementary Causal Inference Scientists!

Aug 24, 2022

Aayush Malik

Aayush Malik

Satellite Imagery | Causal Inference | Machine Learning | Productivity and Communication | https://www.linkedin.com/in/aayushmalik/

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