---
title: "Discussion on \"MLOps Demystified: the Secret Sauce for Successful Machine Learning\" | Hashnode"
description: "Discussion on \"MLOps Demystified: the Secret Sauce for Successful Machine Learning\". MLOps combines software development and operations for managing ML models. This blog provides an introduction and best practices for setting up ML infra"
url: "https://hashnode.com/posts/mlops/64aa21d42ba5e6799be6253e"
---

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Discussion

# [MLOps Demystified: the Secret Sauce for Successful Machine Learning](https://blog.avikant.com/mlops?utm_source=hashnode&utm_medium=feed)

MLOps combines software development and operations for managing ML models. This blog provides an introduction and best practices for setting up ML infra

Jul 9, 2023 · 6 min read · blog.avikant.com  
Updated Sep 17, 2023  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#mlops](https://hashnode.com/tag/mlops)
-   [#ml](https://hashnode.com/tag/ml)
-   [#tooling](https://hashnode.com/tag/tooling)

## Written by

[Avikant Srivastava](https://hashnode.com/@avikant)

@avikant · India

  
[View profile](https://hashnode.com/@avikant)

Machine Learning at HackerRank

Hey there! I'm Avikant, a passionate software engineer with a laser focus on the fascinating realms of machine learning and backend development. Currently, I'm proud to call myself a part of the talented team at HackerRank, where I've had the privilege of working on cutting-edge projects within the machine learning domain. Beyond the code, I'm an unapologetic tech enthusiast. I thrive on staying in the know about the latest breakthroughs in science and technology. If you're ever up for a conversation about space, science, mathematics, computing, music, philosophy, or any other intriguing topic, count me in! Programming Playground My programming journey has primarily revolved around machine learning, data, and backend projects, making Python my trusty Swiss Army knife. I firmly believe in the philosophy of being a polyglot developer and am on a mission to embrace multiple programming languages. At the moment, I'm diving deep into the world of design patterns, drawing inspiration from resources like Refactoring Guru and Christopher Okhravi's YouTube channel. I find immense joy in exploring the forefront of Machine Learning, LLMs (Large Language Models), and MLOps. Crafting solutions to challenging ML problem statements truly fuels my curiosity about the inner workings of things. It's a stroke of luck that my journey as a programmer coincided with the transformative impact of Transformers and LLMs.

## Responses 1

Markdown supported · ⌘↵ to post

[Muhammed Musaddique](https://hashnode.com/@zmusaddique)

[Jul 13, 2023](https://hashnode.com/posts/mlops/64aa21d42ba5e6799be6253e/comment/64afa7ccc9a7346a79aff9d3)

This is super insightful! I loved the simple tone and crisp explanation. Thank you for listing the learning resources as well!

[Avikant Srivastava](https://hashnode.com/@avikant)

[Jul 24, 2023](https://hashnode.com/posts/mlops/64aa21d42ba5e6799be6253e/comment/64afa7ccc9a7346a79aff9d3#reply-64bdd4718be04301f9cf7c09)

I am glad you liked it !!