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Category: Data Engineering

My Facebook Onsite/Online Interview experience during COVID lockdown at Menlo Park for Data Engineering
Data Engineering

My Facebook Onsite/Online Interview experience during COVID lockdown at Menlo Park for Data Engineering

Posted on September 12, 2020September 18, 2020 by Raghav

So I cleared my one hour phone screen SQL and Python interview with all questions done correctly with 20 minutes to spare. I did 6…

How to use Pandas to scrape data from the web in Python
Data Engineering

How to use Pandas to scrape data from the web in Python

Posted on September 11, 2020February 14, 2021 by Raghav

Pandas which is a well-know library for data analysis in Python also contains robust functionality to read data from various external sources. Usually when Data…

Preparing for Dimension Modeling round of Data Engineering Interview at Facebook
Data Engineering

Preparing for Dimension Modeling round of Data Engineering Interview at Facebook

Posted on September 6, 2020September 18, 2020 by Raghav

Let’s create dimensional model for the stories feature of Facebook. There are two different processes related to Facebook stories – one is the story creation…

Preparing for Data Engineering Interview at Facebook – creating an automated process in Python to mimic Facebook activity on your local database and answering relevant metrics using SQL – Part 3
Data Engineering

Preparing for Data Engineering Interview at Facebook – creating an automated process in Python to mimic Facebook activity on your local database and answering relevant metrics using SQL – Part 3

Posted on September 4, 2020September 18, 2020 by Raghav

In part 1 and part 2, I described how to mimic and calculate metrics for photo upload process on Facebook. This is in relation to…

Preparing for Data Engineering Interview at Facebook – creating an automated process in Python to mimic Facebook activity on your local database and answering relevant metrics using SQL – Part 2
Data Engineering

Preparing for Data Engineering Interview at Facebook – creating an automated process in Python to mimic Facebook activity on your local database and answering relevant metrics using SQL – Part 2

Posted on September 3, 2020September 18, 2020 by Raghav

This is in continuation to my previous post here. By the end of the first post I had created the user_activity_log mimicry process which logged…

Preparing for Data Engineering Interview at Facebook – creating an automated process in Python to mimic Facebook activity on your local database and answering relevant metrics using SQL – Part 1
Data Engineering

Preparing for Data Engineering Interview at Facebook – creating an automated process in Python to mimic Facebook activity on your local database and answering relevant metrics using SQL – Part 1

Posted on September 3, 2020September 18, 2020 by Raghav

I am writing this blog post while preparing for the Facebook Data Engineering interview. The onsite round consists of various scenario based questions which largely…

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