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DevOps to MLOps Bootcamp: Build & Deploy ML Systems End-to-End

You're reading from DevOps to MLOps Bootcamp: Build & Deploy ML Systems End-to-End Master AI Workflow Automation and Scalable ML Deployment with Real-World Tools

Product type Video

Published in May 2025

Publisher Packt

ISBN-13 9781806118694

Length 8hrs 21mins

Edition 1st Edition

Languages

Python

Tools

Visual Studio Code

Concepts

DevOps

Author (1):

Gourav Shah

View More author details

Table of Contents (6) Chapters

1. Introduction to MLOps FREE CHAPTER

2. Getting Started with the Use Case and Environment Setup

3. From Raw Data to Models

4. Packaging Model along with FastAPI Wrapper and Streamlit with Containers

5. Setting up MLOps CI Workflow with GitHub Actions

6. Building Scalable Prod Inference Infrastructure with Kubernetes

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Authors (1)

Gourav Shah

Gourav Shah

Gourav Shah, a premium instructor with over 65,000 students, brings 15+ years of experience in building, managing, and automating systems at scale. He has a strong background in helping organizations design and implement DevOps practices. In 2012, Gourav left his corporate job to start Initcron, a niche DevOps consulting firm. He transitioned into delivering DevOps workshops for corporate clients in India and internationally, conducting over 300 instructor-led trainings. Known for his unique blend of technical expertise and teaching skills, Gourav has taught more than 65,000 students online and over 15,000 in classroom settings under the School of Devops banner. He is also a published author on eDX and a course creator for the Linux Foundation.

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