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

youtube

🔥 MLOps Certification Course: 🔥Integrated MS+PGP Program in Data Science & AI: 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: 🔥Generative AI Course: Masters Program: 🔴 𝐋𝐞𝐚𝐫𝐧 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐅𝐨𝐫 𝐅𝐫𝐞𝐞! 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐂𝐡𝐚𝐧𝐧𝐞𝐥: 📝Feel free to share your comments below.📝 🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫