Communicating Data Insights

سرفصل های دوره

This course covers the key statistical and technical tools needed to convey clear, actionable insights from data to senior executives, including the use of powerful visualizations such as Sankey diagrams, funnel plots and candlestick plots.

1. Course Overview

1. Course Overview

2. Communicating Insights from Statistical Data

01. Version Check

02. Module Overview

03. Prerequisites and Course Outline

04. Visualizations and Use Cases

05. Getting Started with Azure Notebooks

06. Visualizing Statistical Data

07. Box Plots and Violin Plots

08. Histograms

09. Pie Charts

10. Visualizing Autocorrelation

11. Stacked Plots and Stem Plots

12. Summary

3. Communicating Insights from Business Data

01. Module Overview

02. Loading XML Data

03. Bubble Charts

04. Bubble Maps for Geographical Data

05. Heatmaps

06. Interactive Time Series Charts

07. Candlestick Charts for Stock Price Movements

08. Funnel Charts and SVG Paths

09. Drawing Funnel Charts

10. Sankey Diagrams

11. Summary

4. Visualizing Distributions and Relationships in Data

1. Module Overview

2. Visualizing Univariate Distributions

3. Visualizing Bivariate Relationships

4. Pairwise Relationships

5. Regression Plots

6. Strip Plots and Swarm Plots

7. Box Plots, Violin Plots, and Factor Plots

8. Module Summary

5. Integrating Data in a Multi-cloud Environment

1. Module Overview

2. Data Silos and Possible Solutions to Silos

3. Setting up an Azure SQL Data Warehouse

4. Uploading a File to Azure Blob Storage

5. Loading Data from Blob Storage to SQL Warehouse Using Azure Data Factory

6. Loading Data from S3 Buckets to the SQL Data Warehouse

7. Summary

6. Integrating Data in a Hybrid Environment

1. Module Overview

2. Loading Data to an On-premises SQL Server

3. Configuring a Self-hosted Integration Runtime

4. Copying Data from On-premises SQL Server to SQL Data Warehouse

5. Visualizing Data Using Power BI

6. Summary and Further Study

439,000 تومان

افزودن به سبد خرید

خرید دانلودی فوری

در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

تولید کننده: PluralSight