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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.

Jan 12, 2022

Satish Chandra Gupta

Jan 12, 2022

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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

Sep 28, 2022

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

Sep 28, 2022

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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.

Mar 4, 2020

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

Mar 4, 2020

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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.

Jun 7, 2021

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

Jun 7, 2021

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.

Feb 13, 2023

The Rise of ChatGPT: Separating Hype from Reality

Feb 13, 2023

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.

Sep 12, 2022

Survey of Machine Learning Lifecycle

Sep 12, 2022

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.

Aug 2, 2022

Service Deployment Cheatsheet: AWS vs Azure vs Google Cloud

Aug 2, 2022

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

Jul 13, 2022

SQL Joins: Inner, Left, Right, and Full

Jul 13, 2022

Satish Chandra Gupta
in
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.

Jul 7, 2022

50 Public Sources for Machine Learning Datasets

Jul 7, 2022

Satish Chandra Gupta
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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?

Dec 19, 2021

Top 10 Programming Languages Portfolio for 2022

Dec 19, 2021

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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