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所在平台: Udemy |
课程主页: https://www.udemy.com/course/aws-sagemaker-masterclass/
课程评论：没有评论
课程名称：AWS SageMaker 大师班 课程概述：如果您希望开始使用 AWS SageMaker——一个用于构建和部署强大机器学习产品的云服务，那么本课程就是为您准备的。机器学习是未来最具前景的技术领域之一，目前在金融、银行、医疗和科技等多个行业得到了广泛应用。该领域充满了机遇和职业前景。AWS 是全球最广泛使用的云计算平台之一，许多公司依赖 AWS 来满足其云计算的需求。AWS SageMaker 是 AWS 提供的一个完全托管的服务，数据科学家和人工智能从业者可以快速高效地训练、测试和部署 AI/ML 模型。 您将学习到的内容包括： - 数据科学和机器学习的基本概念 - 使用 sklearn 在本地构建机器学习模型 - 模型评估指标，如准确率、精确率、平均绝对误差等 - 超参数优化以提高机器学习模型的性能 - 云计算的基础知识，包括云计算的定义和意义 - AWS 及其提供的不同服务 - AWS SageMaker - 在云上构建和部署强大机器学习产品的完整解决方案 - 如何在云上构建和部署机器学习项目 - 学习 AWS SageMaker 中强大的内置机器学习算法 - 在 AWS SageMaker Canvas 中进行无代码机器学习 - AWS SageMaker 市场 - 一个购买最新预训练机器学习模型以直接使用的平台 通过本课程，您将深入了解 AWS SageMaker，并掌握利用 AWS 的强大功能来推动机器学习项目的技能。
Are you someone who wants to start their journey with AWS SageMaker - a cloud based service for building and deploying powerful Machine Learning products, then this course is for you.Machine Learning is the future one of the top tech fields to be in right now! Machine Learning is widely adopted in Finance, banking, healthcare and technology. The field is exploding with opportunities and career prospects.AWS is the one of the most widely used cloud computing platforms in the world and several companies depend on AWS for their cloud computing purposes. AWS SageMaker is a fully managed service offered by AWS that allows data scientist and AI practitioners to train, test, and deploy AI/ML models quickly and efficiently.What will you learn ?Fundamental concepts of Data Science and Machine Learning.Build Machine Learning Models locally using sklearn.Model Evaluation metrics like accuracy, precision, MAE etc...HyperParameter Optimization for better performance of ML models.Basics of Cloud Computing.What and Why of Cloud Computing.What is AWS ?Different Services provided by AWS.AWS SageMaker - A complete solution to build and deploy powerful ML products on cloud.Build in deploy Machine Learning Projects on Cloud.Learn about powerful built in Machine Learning Algorithms in AWS SageMaker.No CODE Machine Learning using AWS SageMaker Canvas.AWS SageMaker marketplace - a place to buy state of the art pretrained ML models for direct use.
