MLOps Full Course for [2026] -12 hour | MLOps for Beginners | What is MLOps? | Edureka Live

Описание: 🔥 MLOps Certification Course: https://www.edureka.co/mlops-certific...
🔥Integrated MS+PGP Program in Data Science & AI:https://www.edureka.co/dual-certifica...

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

🔥PGP in Generative AI and ML in collaboration with Illinois Tech: https://www.edureka.co/executive-prog...
🔥Generative AI Course: Masters Program: https://www.edureka.co/masters-progra...

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