MLOps Full Course for [2026] -12 hour | MLOps for Beginners | What is MLOps? | Edureka Live
๐ฅ MLOps Certification Course: https://www.edureka.co/mlops-certification-training-course
๐ฅIntegrated MS+PGP Program in Data Science & AI:https://www.edureka.co/dual-certification-programs/ms-data-science-pgp-gen-ai-ml-birchwood
This MLOps course teaches you how to deploy, manage, and monitor machine learning models in real-world production environments. You will learn about model versioning, CI/CD for ML, automation, containerization, and pipeline orchestration.
By the end of the course, you will understand how to bridge the gap between data science and operations to build scalable and reliable ML systems.
00:00:00 Introduction
00:01:44 What is MLOps?
00:13:45 What is Machine learning?
00:30:20 Types of Machine Learning Models
00:37:33 Top Machine Learning Tools & Frameworks
00:47:29 Introduction to TensorFlow
01:11:05 Python Flask Explained
01:44:20 What is Git?
02:38:40 GitHub Basics
03:08:13 What is Jenkins?
04:09:42 What is Docker?
04:49:10 Introduction to Kubernetes
04:59:45 Prometheus Explained
06:06:43 AWS Services
06:39:00 Azure Boards
06:53:39 Azure DevOps Pipeline
07:06:14 Azure DevOps Test Plans
07:31:46 Azure DevOps Artifacts
07:55:40 Azure Machine Learning
08:21:59 AWS Machine Learning
09:02:28 Google Cloud AI Platform Explained
09:18:20 Deploy Machine Learning Model using Amazon SageMaker
09:47:17 Machine Learning Interview Question & Answers
๐ฅPGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
๐ฅGenerative AI Course: Masters Program: https://www.edureka.co/masters-program/generative-ai-prompt-engineering-training
๐ด ๐๐๐๐ซ๐ง ๐๐ซ๐๐ง๐๐ข๐ง๐ ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐๐ฌ ๐
๐จ๐ซ ๐
๐ซ๐๐! ๐๐ฎ๐๐ฌ๐๐ซ๐ข๐๐ ๐ญ๐จ ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐จ๐ฎ๐๐ฎ๐๐ ๐๐ก๐๐ง๐ง๐๐ฅ: https://edrk.in/DKQQ4Py
๐ข๐ขCheck out the latest 2026 video on Top 10 Technologies for the most up-to-date insights!
๐ Top 10 Technologies to Learn in 2026 โ https://youtu.be/5kjW
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Chapters (23)
Introduction
1:44
What is MLOps?
13:45
What is Machine learning?
30:20
Types of Machine Learning Models
37:33
Top Machine Learning Tools & Frameworks
47:29
Introduction to TensorFlow
1:11:05
Python Flask Explained
1:44:20
What is Git?
2:38:40
GitHub Basics
3:08:13
What is Jenkins?
4:09:42
What is Docker?
4:49:10
Introduction to Kubernetes
4:59:45
Prometheus Explained
6:06:43
AWS Services
6:39:00
Azure Boards
6:53:39
Azure DevOps Pipeline
7:06:14
Azure DevOps Test Plans
7:31:46
Azure DevOps Artifacts
7:55:40
Azure Machine Learning
8:21:59
AWS Machine Learning
9:02:28
Google Cloud AI Platform Explained
9:18:20
Deploy Machine Learning Model using Amazon SageMaker
9:47:17
Machine Learning Interview Question & Answers
๐
Tutor Explanation
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