Sanket Gupta – Medium

Sanket Gupta

Sanket Gupta

The 4 Stages of MLOps Journey

How to get a model you have worked hard on into production? This blog talks about the 4 stages of MLOps journey.

8 min readJan 6, 2024

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The 4 Stages of MLOps Journey

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Sanket Gupta
in
Towards Data Science

How to Build Data Engineering Pipelines at Scale

You are at a beach and see lots of shells around you. Let’s use this to learn ETL / ELT, Spark and Airflow.

9 min readAug 20, 2021

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How to Build Data Engineering Pipelines at Scale

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Sanket Gupta
in
Towards Data Science

Moving from Pandas to Spark

When your datasets start getting large, a move to Spark can increase speed and save time.

7 min readJun 15, 2021

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Moving from Pandas to Spark

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Sanket Gupta
in
Towards Data Science

Hands-on Guide to Docker for Data Science

As a data scientist, using Docker unlocks you to build production-grade applications. This is a hands-on guide to Docker for data science.

9 min readDec 17, 2020

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Hands-on Guide to Docker for Data Science

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Sanket Gupta
in
Towards Data Science

What makes AWS SageMaker great for Machine Learning

In this blog, we will cover essential reasons why AWS SageMaker is a great tool to manage entire ML pipelines including deploying ML…

8 min readJun 21, 2020

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What makes AWS SageMaker great for Machine Learning

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Sanket Gupta
in
Towards Data Science

A Guide to Unicode, UTF-8 and Strings in Python

Strings are one of the most common data types in Python. This guide will help you master Unicode, UTF-8 and strings in general.

7 min readDec 2, 2019

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A Guide to Unicode, UTF-8 and Strings in Python

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Sanket Gupta
in
Towards Data Science

Mining Live Twitter Data for Sentiment Analysis of Events

Twitter is a rich source of live information. Is it possible to run sentiment analysis on an event from live Twitter data?

7 min readJun 1, 2019

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Mining Live Twitter Data for Sentiment Analysis of Events

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Sanket Gupta
in
The Data Life

New Podcast Announcement

Hi guys, I have been trying out a bunch of ideas recently to share stories, and podcasting stood out for me for various reasons. I have…

1 min readApr 8, 2019

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New Podcast Announcement

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Sanket Gupta
in
The Data Life

MS in US for data science?

If you are not in US, and want to get into data science, one question you might have to think about is “Should I pursue MS in US?” If you…

6 min readFeb 7, 2019

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MS in US for data science?

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Sanket Gupta
in
The Data Life

Hello, World!

Over the years, I have been writing several blogs on various topics in data science. Some of them educational, some of them technical and…

2 min readFeb 4, 2019

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Hello, World!

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Sanket Gupta

Sanket Gupta

At the intersection of machine learning, design and product. Host of The Data Life Podcast. Opinions are my own and do not express views of my employer.

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