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Satish Chandra Gupta

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Satish Chandra Gupta

About Me — Satish Chandra Gupta

I look at Machine Learning through Software Developer’s Lens.

5 min readJan 12, 2022

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Satish Chandra Gupta

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Satish Chandra Gupta
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Towards Data Science

MLOps: Machine Learning Lifecycle

Machine Learning Lifecycle for MLOps era brings model and software development together to build ML-assisted products

10 min readSep 28, 2022

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MLOps Lifecycle Machine Learning Lifecycle in the MLOps era integrates Data, ML, Dev, and Ops in a single loop.

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Satish Chandra Gupta
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Towards Data Science

Architecture for High-Throughput Low-Latency Big Data Pipeline on Cloud

Scalable and efficient data pipelines are as important for the success of analytics and ML as reliable supply lines are for winning a war.

9 min readMar 4, 2020

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Big data pipeline architecture on Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP).

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Satish Chandra Gupta
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Towards Data Science

SQL vs. NoSQL Database: When to Use, How to Choose

Difference between SQL and NoSQL databases. Deep dive, decision tree, and cheatsheet to choose the best for your data type and use case.

11 min readJun 7, 2021

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SQL vs. NoSQL: Difference between NoSQL and SQL databases.

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Satish Chandra Gupta
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Geek Culture

The Rise of ChatGPT: Separating Hype from Reality

What ChatGPT can and can’t do for you, and how to make it your friend rather than foe.

6 min readFeb 13, 2023

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The Rise of ChatGPT: Separating Hype from Reality

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Satish Chandra Gupta
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Towards Data Science

Survey of Machine Learning Lifecycle

Evolution of ML life cycle from resource-constrained batch data mining to MLOps at the cloud scale.

14 min readSep 12, 2022

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Survey of Machine Learning Lifecycle

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Satish Chandra Gupta
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Level Up Coding

Serverless Computing on AWS, Azure, and Google Cloud

Understand the cloud deployment landscape and pick the best alternative for your app, team, and business.

10 min readAug 2, 2022

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Service Deployment Cheatsheet: AWS vs Azure vs Google Cloud

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Satish Chandra Gupta
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Towards Data Science

SQL Joins: Inner, Left, Right, and Full

Various types of SQL Joins and how to make them fast

7 min readJul 13, 2022

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SQL Joins: Inner, Left, Right, and Full

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Satish Chandra Gupta
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Towards Data Science

50 Public Sources for Machine Learning Datasets

Best places to find free datasets to kickstart your machine learning and data science projects.

8 min readJul 7, 2022

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50 Public Sources for Machine Learning Datasets

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Satish Chandra Gupta
in
Geek Culture

Top 10 Programming Languages Portfolio for 2022

What if programming languages were stocks? And you had to make a portfolio to fetch good returns in 2022?

7 min readDec 19, 2021

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Top 10 Programming Languages Portfolio for 2022

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Satish Chandra Gupta

Satish Chandra Gupta

Cofounder @SlangLabs. Ex Amazon, Microsoft Research. I learn, do, and write about Machine Learning in production. https://www.ML4Devs.com

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