Get Started with Databricks for Data Warehousing - Mandarin Chinese

本课程全面介绍了 Databricks 面向数据仓库的现代化方法，重点说明 data lakehouse 架构如何将传统数据仓库的优势与云的灵活性和可扩展性相结合。您将了解在 Databricks Data Intelligence Platform 上增强数据转换和分析的 AI 驱动功能。本课程专为数据仓库从业者设计，为您提供开始在 Databricks 上构建和管理高性能、AI 赋能的数据仓库所需的基础知识。

Skill Level

Onboarding

Duration

Prerequisites

本课程内容专为具备以下技能、知识和能力的学员而设计：

- 对数据仓库原理及相关主题（如数据库管理、SQL、数据操作和存储）有基本的了解。

Outline

Databricks 概述
• Databricks Data Intelligence Platform
• Databricks Workspace 演练

使用 Databricks 进行数据仓库

• 使用 Databricks 进行数据仓库的入门介绍

• Databricks SQL Warehouses

• Delta Lake 概述

• 将 Delta Lake 功能与 Databricks SQL 结合使用

数据摄取与转换

• Delta Lake UniForm

• 数据摄取技术概述

• 数据摄取技术

• 数据转换

• 探索 Databricks 中的数据转换

数据编排与查询能力

• Databricks 中的编排

• 设置和管理 Serverless Lakeflow Jobs

• Databricks 查询能力

数据呈现

• AI/BI 入门介绍

• 在 Databricks 中创建仪表板

• 创建 AI/BI Genie Spaces

• 数据仓库综合实验

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Upcoming Public Classes

Get Started with Databricks Platform Administration - Mandarin Chinese

在本课程中，你将学习在 Databricks Data Intelligence Platform 上进行平台管理的基础知识。本课程全面概述 Unity Catalog——在 Databricks 环境中实现有效数据治理的关键组件。课程分为五个模块，首先详细介绍 Databricks 基础架构及其数据智能平台，包括对 Databricks Workspace 的深入演练。你将探讨 Unity Catalog 中的数据治理原则，涵盖其关键概念、架构和角色。课程进一步强调对 Unity Catalog 元存储和 compute 资源（包括集群和 SQL 仓库）的管理。最后，你将通过学习权限、细粒度访问以及如何治理数据对象来掌握数据访问控制。课程结束时，你将掌握管理 Unity Catalog 所需的核心技能，以实施有效的数据治理、优化 compute 资源并落实稳健的数据安全策略。如购买 Databricks Labs 订阅，本课程还会以一个综合实验练习收尾，让你在真实的 Databricks Workspace 环境中实践所学内容。

Languages Available: English | 日本語 | Português BR | 한국어

Paid & Subscription

Lab

Onboarding

Building Agentic Applications on Databricks

This course teaches students how to build production-grade agentic applications on Databricks. Students learn to create governed agent tools using Unity Catalog and MCP, build single and multi-agent systems with the OpenAI Agents SDK, and leverage Agent Bricks and Genie for knowledge-assistant use cases orchestrated with a supervisor agent. The course covers the full progression from tool prototyping to production deployment, with hands-on experience using MLflow tracing to observe agent execution.

Note: For SCORM lecture files, please ensure that you close the SCORM window after completing the content. Do not click the ‘Next Lesson’ button, as doing so may prevent the SCORM module from being marked as complete.

Paid & Subscription

Lab

Associate

Building RAG Agents with Agent Bricks

This course provides hands-on training for building retrieval agents using Databricks Agent Bricks. Participants will learn to explore and query Knowledge Assistants, parse unstructured documents into structured data using AI Functions, chunk text for semantic retrieval, build Vector Search indexes, and create production-ready Knowledge Assistants backed by multiple knowledge sources.

Paid & Subscription

Lab

Associate