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所在平台: Udemy |
课程主页: https://www.udemy.com/course/azure-machine-learning-mlops-mg/
课程评论：没有评论
**课程名称：** Azure 机器学习与 MLOps：从入门到精通 **课程概述：** 本课程旨在为机器学习爱好者、数据科学家和工程师提供一个全面、有趣且极具吸引力的学习体验，帮助您精通 Azure 机器学习，并掌握将其应用于实际的 MLOps（机器学习运维）端到端实践。MLOps 作为一种快速发展的行业文化，为在生产环境中部署机器学习模型提供了一套关键原则和指导方针。 Azure 机器学习是一款强大的云服务，可加速和管理机器学习项目全生命周期。无论您是使用 Azure 机器学习创建模型，还是利用 PyTorch、TensorFlow 或 scikit-learn 等开源平台构建模型，本课程都将指导您如何利用 MLOps 工具来监控、再训练和重新部署模型。 **课程亮点：** * **深度与广度兼具：** 提供详尽深入的覆盖，助力您为机器学习和 MLOps 的热门职业道路做好准备。 * **紧跟最新技术：** 课程内容会定期更新，纳入最新的 Azure 机器学习功能。 * **最佳实践与高级技巧：** 涵盖 Azure ML 的最佳实践和核心功能（例如，可解释人工智能），并分享实用技巧。 * **额外资源：** 包含与 Azure 机器学习和 Databricks（Apache Spark）相关的额外视频内容。
A course instructed by me and my digital twin if:You are looking for a comprehensive, engaging, and fun course for mastering Azure Machine learning ( up to even advanced industry-required topics) plus fully hands-on end-to-end implantation of MLOps ( DevOps for Machine learning on Azure). If yes, then this is the right and very unique course for you! Machine Learning Operations (MLOps) is a rapidly growing culture nad highly demanded in the industry with a set of principles, and guidelines defined in the machine learning world to deploy a machine learning model into production.Azure Machine Learning is a cloud service for accelerating and managing the machine learning project lifecycle. Machine learning professionals, data scientists, and engineers can use it in their day-to-day workflows: Train and deploy models, and manage MLOps.You can create a model in Azure Machine Learning or use a model built from an open-source platform, such as Pytorch, TensorFlow, or scikit-learn. MLOps tools help you monitor, retrain, and redeploy models.Key points about this courseVery detailed in-depth and comprehensive coverage This course will help you prepare for entry into this hot career path of Machine Learning and MLOpsThe course is regularly updated with recent featuresBest practices and impactful features of Azure ML (e.g, Explainable AI) with its tricks are all coveredContains some extra videos relevant to Azure Machine Learning and Databricks (Apache Spark)
