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Aqeel Anwar

Cheat Sheets for Machine Learning Interview Topics

A visual cheatsheet for ML interviews (www.cheatsheets.aqeel-anwar.com)

5 min readOct 28, 2020

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Cheat Sheets for Machine Learning Interview Topics

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Aqeel Anwar
in
Towards Data Science

What is Average Precision in Object Detection & Localization Algorithms and how to calculate it?

A step-by-step visual guide to understanding the mean average precision for object detection and localization algorithms.

7 min readMay 13, 2022

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What is Average Precision in Object Detection & Localization Algorithms and how to calculate it?

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Aqeel Anwar
in
Towards Data Science

What is Machine Learning System Design Interview and How to Prepare for It?

A detailed guide on preparing ML system design interview with a template

7 min readApr 4, 2022

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What is Machine Learning System Design Interview and How to Prepare for It?

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Aqeel Anwar
in
Towards Data Science

What are Intrinsic and Extrinsic Camera Parameters in Computer Vision?

A detailed explanation of intrinsic and extrinsic camera parameters with the help of visualizations.

6 min readMar 1, 2022

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What are Intrinsic and Extrinsic Camera Parameters in Computer Vision?

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Aqeel Anwar

Machine Learning Resume that got me shortlisted for Meta, Microsoft, NVIDIA, Uber, Samsung, Intel…

A list of things to focus on your resume and an example CV.

3 min readJan 15, 2022

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Machine Learning Resume that got me shortlisted for Meta, Microsoft, NVIDIA, Uber, Samsung, Intel…

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Aqeel Anwar

The Dos and Don’ts of a Software Engineer Resume to get you shortlisted for interviews more

Improve your resume to get noticed and shortlisted by the recruiters more

6 min readDec 15, 2021

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The Dos and Don’ts of a Software Engineer Resume to get you shortlisted for interviews more

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Aqeel Anwar
in
Towards Data Science

Types of Machine Learning Interviews and how to ace them

A detailed guideline on different categories of machine learning interviews and how to prepare for them.

6 min readNov 20, 2021

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Types of Machine Learning Interviews and how to ace them

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Aqeel Anwar

How to Prepare for Coding Interviews?

A guide of timeline and resources for your coding interview preparation.

5 min readNov 12, 2021

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How to Prepare for Coding Interviews?

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Aqeel Anwar
in
Towards Data Science

Difference between AutoEncoder (AE) and Variational AutoEncoder (VAE)

How can you compress data or even generate data from random values? That is what Autoencoder and Variational Autoencoder are.

8 min readNov 3, 2021

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Difference between AutoEncoder (AE) and Variational AutoEncoder (VAE)

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Aqeel Anwar
in
Towards Data Science

Uber Data Scientist Interview Experience

From the recruiter's email to the onsite interview, a detailed timeline of the interview process.

7 min readJul 17, 2021

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Uber Data Scientist Interview Experience

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Aqeel Anwar

Aqeel Anwar

Senior ML Engineer @NVIDIA | ex-Samsung | GeorgiaTech | Writer | Researcher | Traveler | www.aqeel-anwar.com | https://twitter.com/_aqeelanwar

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