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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learnsnowflake/
课程评论:没有评论
## Snowflake Master Class 2024: 核心 + SQL + API + Snowsight 课程总结 本课程专为希望提升 Snowflake 技能的专业人士设计,提供从基础到高级的全面 Snowflake 云数据仓库学习体验。课程结构清晰,结合了概念讲解、实时动手演示、练习和测验,确保学员能够掌握 Snowflake 的核心知识和实践技能。 **核心内容概览:** * **Snowflake 的 SaaS 优势:** 深入解析 Snowflake 作为真正的 SaaS 产品,无需用户管理任何硬件或软件基础设施,包括安装、配置、升级、维护、性能调优、故障处理等。所有这些都由 Snowflake 平台本身负责。 * **云原生架构:** 详细讲解 Snowflake 如何完全构建在云基础设施之上,以及其所有组件(除可选的命令行客户端、驱动和连接器外)如何在公共云环境中运行。 * **基础概念与 Snowflake 入门:** 课程从传统数据仓库的基本概念讲起,帮助初学者快速跟进,然后再深入 Snowflake 的特定功能。 * **Snowflake 的核心优势与关键特性:** * **计算与存储分离:** 理解这是 Snowflake 强大能力的核心。 * **虚拟仓库(计算实例):** 学习如何使用和管理虚拟仓库。 * **弹性伸缩(Scale up & Scale out):** 掌握如何根据需求调整计算资源。 * **零拷贝克隆(Zero-copy cloning):** 探索这项强大的数据管理功能。 * **数据共享(Data sharing):** 了解如何安全高效地共享数据。 * **Snowflake 积分与计费:** 理解 Snowflake 的成本模型和使用方式。 * **性能优化技巧:** 学习提升 Snowflake 查询和数据处理效率的方法。 * **聚类键(Clustering keys):** 掌握如何优化大型表的性能。 * **数据加载与卸载:** 学习将数据导入和导出 Snowflake 的各种方法。 * **结构化与半结构化数据处理:** 学习处理不同类型数据的能力。 * **实操与 Snowsight:** 课程将引导学员使用最新的 Snowflake Web UI - Snowsight 进行学习和实践。 * **目标人群:** 无论您是数据分析师、数据科学家、数据工程师、程序员、BI 专家还是学生,只要您需要处理海量数据,本课程都能为您提供所需知识。 **课程特色:** * **深入的概念讲解与真实世界的演示:** 提供清晰易懂的概念解释和贴近实际的应用场景演示。 * **动手实践:** 通过真实的动手实验室、作业和测验来巩固所学知识。 * **包含成功与失败的案例:** 通过展示成功和“有意为之的失败”案例,帮助学员更全面地理解 Snowflake 的运作和解决问题。 * **超过 11 小时的详尽内容:** 提供丰富的学习资源,确保全面掌握。 * **一次付费,终身访问:** 享受对所有课程讲义、活动、讲座和测验的永久访问权。 * **一对一支持:** 参与课程即可获得任何疑问的专家指导。 * **资金保障:** 提供无风险的退款保证。 * **可下载的资源:** 提供课程中使用的所有资源的打包下载。 **学习成果:** 完成本课程后,学员将能够自信地作为 Snowflake 专家进行工作,并能独立实现基于 Snowflake 的数据解决方案。
As a Udemy Instructor, I have helped more than 28,000 professionals (and counting).Do you want to upgrade your skills and learn how to professionally work in Snowflake?In this course you will - step by step - learn everything that is important in Snowflake! Learn using the new Snowflake Web UI - Snowsight.This course provides Snowflake concepts detailed explanation & hands on expertise to help get you started on implementing solutions using Snowflake. This course reinforces the learning through hands on labs, assignments & quizzes. It is an hands-on engaging course that has concept explanations, success and on-purpose failures. This course is your ultimate companion to take you on a journey of learning Snowflake Cloud Data warehouse. You don't have to worry about infrastructure setup, security, performance, tuning, Garbage collection, node failures etc etc...The course has following structure:-Video based Concept Lectures Real time Hands-on Demos Assignments Quiz In this nearly eleven hour course, we talk about how Snowflake is a true SaaS offering. Specifically we address:How there is no hardware (virtual or physical) to select, install, configure, or manage. How there is virtually no software to install, configure, or manage. How maintenance, management, upgrades, and tuning are handled by Snowflake.All important aspects of SnowflakeHow Snowflake runs completely on cloud infrastructure. All components of Snowflake's service (other than optional command line clients, drivers, and connectors), which run in public cloud infrastructures.The course starts with the basics of data warehousing concepts to bring our beginner audience up to speed before going deep into Snowflake. It does not matter if you are working as a Data Analyst/Data Scientists/Data Engineer/Programmer/BI Expert or as a Student, Data is everywhere so there is a need to process voluminous data to perform day-to-day tasks.Snowflake is an in-demand cloud Data Warehouse. It solves most of the problems such as scalability, maintenance and downtime which we used to face with traditional data warehouses.Using its Modern Architecture and Massive Parallel Processing (MPP) power, many complex problems can be solved within minutes. These days, Data Analysts/Data Scientists/Data Engineers are adopting Snowflake to avoid any maintenance and to pay what they use. Because of its elasticity, they spend less time finding insights from the data stored in Snowflake. In addition to the above, we cover more specific areas such as:- Separation of compute and storage (the power behind Snowflake)- Virtual warehouses (compute instances)- Scaling up and scaling out- Zero-copy cloning (a feature unmatched by most any other competing platform)- Data sharing- Snowflake credits and billing- Performance tips- Clustering keys- Data loading and unloading- Structured and semi-structured data- and much more...Course enrollment grants you lifetime access, with no expiration, to all the course lectures, activities, handouts, and quizzes. In addition, you'll also receive 1-on-1 support for any questions or uncertainties that come up. And this all comes with a money-back guarantee. You have nothing to lose and so much knowledge to gain.You will get downloadable one-stop-shop for all the resources used in this class. By end of this course, you will be able to work as an Snowflake Expert