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所在平台: Udemy |
课程主页: https://www.udemy.com/course/software-mobile-development-2020/
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课程名称： Google Cloud Platform (GCP) 完全入门课程 课程概述： Google Cloud Platform（GCP）虽然目前不是最受欢迎的云服务，AWS无疑占据了这一头把交椅，但对于高端机器学习应用，GCP可能是最优秀的云服务。因为流行的深度学习技术TensorFlow也是由谷歌开发的。 课程内容： 本课程涵盖云计算与存储（AppEngine、容器引擎（Kubernetes）和计算引擎）、大数据与管理Hadoop（Dataproc、Dataflow、BigTable、BigQuery、Pub/Sub）、云上的TensorFlow（了解神经网络及其训练原理）、DevOps相关内容（StackDriver日志监控、云部署管理器）、安全性（身份与访问管理、身份感知代理、OAuth、API密钥、服务账户）、网络（虚拟私有云、共享VPC、负载均衡、VPN、云互连和CDN互连）以及Hadoop基础（简要介绍Hadoop、Spark、Pig、Hive和HBase等开放源代码工具）。GCP是行业中增长最快的云平台之一，本课程旨在提供GCP的全面概述，从核心构件（计算、存储和网络）到高级服务，帮助学员了解关键概念并开始高效使用。每个部分都包含一个关键服务的动手演示，同时讲解某些重要服务的使用案例和场景。 学习目标： - 开始GCP准备之旅 - 探索GCP基础构件 - 理解关键GCP服务 - 学会使用GCP计算、存储和网络服务 - 确定关键GCP服务的价值主张 - 为你的用例和商业场景选择合适的GCP服务 - 应用身份与访问管理的概念以保障GCP项目的安全性 本课程适合初学者，让您在GCP的学习之旅上迈出关键的一步。
The Google Cloud Platform is not currently the most popular cloud offering out there - that's AWS of course - but it is possibly the best cloud offering for high-end machine learning applications. That's because TensorFlow, the super-popular deep learning technology is also from Google.What's Included:Compute and Storage - AppEngine, Container Enginer (aka Kubernetes) and Compute EngineBig Data and Managed Hadoop - Dataproc, Dataflow, BigTable, BigQuery, Pub/SubTensorFlow on the Cloud - what neural networks and deep learning really are, how neurons work and how neural networks are trained.DevOps stuff - StackDriver logging, monitoring, cloud deployment managerSecurity - Identity and Access Management, Identity-Aware proxying, OAuth, API Keys, service accountsNetworking - Virtual Private Clouds, shared VPCs, Load balancing at the network, transport and HTTP layer; VPN, Cloud Interconnect and CDN InterconnectHadoop Foundations: A quick look at the open-source cousins (Hadoop, Spark, Pig, Hive and HBase)GCP is one of the fastest-growing cloud platforms in the industry. This course aims to provide a thorough overview of GCP. From the core building blocks such as Compute, Storage, and Networking to the advanced services, this course introduces the key concepts and then shows you how to start being productive. Each section includes a hands-on demo of one of the key services. You will also learn the use cases and scenarios for some of the most significant services of Google Cloud.What you'll learnTake the first step in your GCP readiness journeyExplore GCP building blocksUnderstand the key GCP servicesLearn how to use GCP compute, storage, and networking servicesIdentify the value proposition of key GCP servicesChoose the right GCP service for your use case and business scenarioApply the concepts of identity & access management to secure GCP projects
