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 reliโฆ
Watch on YouTube โ
(saves to browser)
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
DeepCamp AI