Packt
Data Preparation and Visualization with Power BI
Packt

Data Preparation and Visualization with Power BI

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

2 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

2 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Transform raw data using Power Query and Power Pivot for streamlined data preparation

  • Build and manage relationships in data models to enhance analytical capabilities

  • Design interactive Power BI dashboards with advanced visualizations and KPIs

  • Write and apply DAX expressions to calculate metrics and perform complex analyses

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

17 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有17个模块

In this module, we will explore the foundational concepts of Power Pivot and Power Query, tools that enable advanced data modeling and transformation within Excel. Through this introduction, you will gain an understanding of their capabilities and how they integrate to support data analysis processes.

涵盖的内容

3个视频2篇阅读材料1个作业1个插件

In this module, we will delve into Power Query, starting with its editor interface and progressing to practical data transformations. You will learn to connect to various data sources, edit queries, and consolidate information effectively for analysis.

涵盖的内容

8个视频1个作业

In this module, we will expand on Power Query features to handle more complex data manipulation tasks. Topics include unpivoting, merging, and aggregating data, along with conditional column creation. Hands-on exercises will reinforce your learning.

涵盖的内容

8个视频1个作业1个插件

In this module, we will focus on creating a robust data model using Power Pivot. You will learn to create and manage table relationships, generate pivot tables, and optimize your model for seamless data analysis.

涵盖的内容

8个视频1个作业

In this module, we will introduce DAX, a powerful language for creating calculated fields in Power BI and Power Pivot. You’ll learn to use DAX functions like COUNTROWS, SUMX, and RELATED to perform data analysis.

涵盖的内容

6个视频1个作业1个插件

In this module, we will build upon DAX basics, exploring advanced calculations and measures to enhance your data analysis skills. Topics include creating date tables, calculating percentages, and advanced aggregation techniques.

涵盖的内容

6个视频1个作业1个插件

In this module, we will master the art of creating interactive reports using pivot tables and slicers. You’ll learn to build pivot tables, filter data dynamically, and highlight top-performing categories.

涵盖的内容

4个视频1个作业1个插件

In this module, we will recap the core functionalities of Power Pivot, Power Query, and DAX. This summary will solidify your understanding and provide context for their combined use in data preparation and modeling.

涵盖的内容

1个视频1个插件

In this module, we will introduce Power BI, covering its desktop application, installation, and interface. You’ll gain insights into its functionality and how it enables professional data visualization and reporting.

涵盖的内容

5个视频1个作业1个插件

In this module, we will focus on retrieving and transforming data in Power BI. You’ll learn to connect to various data sources, perform query manipulations, and structure data efficiently for further analysis and visualization.

涵盖的内容

7个视频1个作业1个插件

In this module, we will dive into data modeling within Power BI, exploring table relationships, date column creation, and field management. These skills will help you prepare a well-structured model for accurate data analysis and reporting.

涵盖的内容

7个视频1个作业1个插件

In this module, we will introduce DAX measures and their application in Power BI. Through hands-on examples, you will learn to calculate metrics like revenue, row counts, and year-over-year changes to extract actionable insights.

涵盖的内容

6个视频1个作业1个插件

In this module, we will explore the visualization tools in Power BI, learning to create and customize charts, cards, and slicers. You’ll also practice building dynamic visuals that highlight trends, details, and performance indicators.

涵盖的内容

9个视频1个作业1个插件

In this module, we will focus on designing visually appealing Power BI reports. You’ll learn to use formatting tools, add thematic consistency, and highlight critical insights to make your reports impactful

涵盖的内容

4个视频1个作业1个插件

In this module, we will refine the interactivity of Power BI reports by editing visualization interactions and using filters. You’ll also explore drill-through functionality to navigate hierarchical data effectively.

涵盖的内容

4个视频1个作业1个插件

In this module, we will transition from desktop to cloud by publishing reports to the Power BI Service. You’ll learn how to share reports and manage them within your organization’s workspace for collaborative insights.

涵盖的内容

3个视频1个作业1个插件

In this module, we will conclude the course by reviewing the essential concepts of Power BI. This summary will reinforce your understanding of data transformation, modeling, and visualization to prepare you for practical applications.

涵盖的内容

1个视频1篇阅读材料2个作业1个插件

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