MLOps Full Course | MLOps Tutorial For Beginners | Machine Learning Operations | Intellipaat

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🔵 Intellipaat Training courses: intellipaat.com/ 🔵 Intellipaat MLOps Full Course: intellipaat.com/advanced-certification-devops-clou… The video mainly focuses on MLOps Full Course, not with a direct jump on the definition but will start from scratch. Firstly we will be introducing Cloud Service, and why the market opted for it over the traditional way. We will also be looking at the terms called virtualization and Hyperparameters tuning. And after covering additional topics, we will go for the jack of the video - MLOps and the process of MLOps. Then we will be setting the foot on Creating a resource group & Storage Account. The implementation of Creating Azure Machine Learning Workspace and Azure ML Pipelines using Notebook and designer option. 🔵 What is MLOps? The MLOps (Machine Learning Operations) is a new term that came after DevOps, an engineering discipline that aims to unite ML development and ML system deployment to streamline the continuous delivery of high-performing models in production. At this point, almost every organization is incorporating AI/ML into their products. By adding/reformulating some SDLC concepts to build ML systems, a new engineering tool called MLOps is created. 🔵 Intellipaat is a global online professional training provider. We are offering some of the most updated, industry-designed certification training programs which includes courses in Big Data, Data Science, Artificial Intelligence and 150 other top trending technologies. We help professionals make the right career decisions, choose the trainers with over a decade of industry experience, provide extensive hands-on projects, rigorously evaluate learner progress and offer industry-recognized certifications. We also assist corporate clients to upskill their workforce and keep them in sync with the changing technology and digital landscape. #mlopsfullcourse #mlopstutorialforbeginners #mloperations #machinelearning #machinelearningtutorialforbeginners #machinelearningtutorial #intellipaat 👇👇The following are covered in this video: 00:00:00 - Introduction to MLOps 00:01:40 - Introduction to Azure Cloud Service 00:13:12 - Transformation from Traditional Way to Cloud Platform 00:22:53 - What is Virtualization and Creating VM? 01:51:10 - What is MLOps and Process of MLOps? 02:05:56 - Understanding ML Pipelines 02:08:23 - What is Hyperparameters Turuing? 02:19:26 - Creating Resource Group and Storage Account 02:28:31 - Creating Azure Machine Learning Work Space 02:36:38 - Creating Azure ML Pipelines Using Notebook 03:13:53 - Creating Azure ML Pipelines Using Designer Option 03:37:43 - Difference Between Creating ML Pipelines Using Designer Option and Notebook 03:55:43 - Complete Hands-On 📌 Do subscribe to Intellipaat channel & get regular updates on videos: goo.gl/hhsGWb ---------------------------- Intellipaat Edge 1. 24*7 Life time Access & Support 2. Flexible Class Schedule 3. Job Assistance 4. Mentors with +14 yrs 5. Industry Oriented Course ware 6. Life time free Course Upgrade ------------------------------ For more information: Please write us to [email protected] or call us at: +91-7847955955 Website: intellipaat.com/
2 سال پیش در تاریخ 1401/07/23 منتشر شده است.
50,070 بـار بازدید شده
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