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Satish Chandra Gupta

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Satish Chandra Gupta

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Jan 12, 2022

About Me — Satish Chandra Gupta

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

Satish Chandra Gupta

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Satish Chandra Gupta

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Sep 28, 2022

MLOps: Machine Learning Lifecycle

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

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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Mar 4, 2020

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.

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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Jun 7, 2021

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.

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

Satish Chandra Gupta

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May 28

Software Development Evolution: From Code to Data to Prompts

Programming is now democratised like never before.

Software Development Evolution: From Code to Data to Prompts

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Geek Culture

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Satish Chandra Gupta

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Feb 13, 2023

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.

The Rise of ChatGPT: Separating Hype from Reality

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Satish Chandra Gupta

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Sep 12, 2022

Survey of Machine Learning Lifecycle

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

Survey of Machine Learning Lifecycle

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Level Up Coding

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Satish Chandra Gupta

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Aug 2, 2022

Serverless Computing on AWS, Azure, and Google Cloud

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

Service Deployment Cheatsheet: AWS vs Azure vs Google Cloud

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Satish Chandra Gupta

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Jul 13, 2022

SQL Joins: Inner, Left, Right, and Full

Various types of SQL Joins and how to make them fast

SQL Joins: Inner, Left, Right, and Full

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Satish Chandra Gupta

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Jul 7, 2022

50 Public Sources for Machine Learning Datasets

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

50 Public Sources for Machine Learning Datasets

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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