Communicating Data Insights

Focused View

Janani Ravi

2:26:36

32 View

01 - Course Overview

01 - Course Overview.mp4

01:48

02 - Communicating Insights from Statistical Data

02 - Module Overview.mp4

01:11

03 - Prerequisites and Course Outline.mp4

01:19

04 - Visualizations and Use Cases.mp4

04:32

05 - Getting Started with Azure Notebooks.mp4

01:56

06 - Visualizing Statistical Data.mp4

05:10

07 - Box Plots and Violin Plots.mp4

06:08

08 - Histograms.mp4

03:14

09 - Pie Charts.mp4

04:07

10 - Visualizing Autocorrelation.mp4

03:11

11 - Stacked Plots and Stem Plots.mp4

04:09

12 - Summary.mp4

01:14

03 - Communicating Insights from Business Data

13 - Module Overview.mp4

01:24

14 - Loading XML Data.mp4

03:10

15 - Bubble Charts.mp4

05:50

16 - Bubble Maps for Geographical Data.mp4

03:44

17 - Heatmaps.mp4

02:58

18 - Interactive Time Series Charts.mp4

03:13

19 - Candlestick Charts for Stock Price Movements.mp4

03:07

20 - Funnel Charts and SVG Paths.mp4

02:59

21 - Drawing Funnel Charts.mp4

06:14

22 - Sankey Diagrams.mp4

03:21

23 - Summary.mp4

01:25

04 - Visualizing Distributions and Relationships in Data

24 - Module Overview.mp4

01:08

25 - Visualizing Univariate Distributions.mp4

04:07

26 - Visualizing Bivariate Relationships.mp4

03:20

27 - Pairwise Relationships.mp4

03:16

28 - Regression Plots.mp4

02:58

29 - Strip Plots and Swarm Plots.mp4

02:07

30 - Box Plots, Violin Plots, and Factor Plots.mp4

03:34

31 - Module Summary.mp4

01:34

05 - Integrating Data in a Multi-cloud Environment

32 - Module Overview.mp4

01:20

33 - Data Silos and Possible Solutions to Silos.mp4

06:28

34 - Setting up an Azure SQL Data Warehouse.mp4

02:23

35 - Uploading a File to Azure Blob Storage.mp4

03:36

36 - Loading Data from Blob Storage to SQL Warehouse Using Azure Data Factory.mp4

06:14

37 - Loading Data from S3 Buckets to the SQL Data Warehouse.mp4

06:26

38 - Summary.mp4

01:29

06 - Integrating Data in a Hybrid Environment

39 - Module Overview.mp4

01:05

40 - Loading Data to an On-premises SQL Server.mp4

04:15

41 - Configuring a Self-hosted Integration Runtime .mp4

06:19

42 - Copying Data from On-premises SQL Server to SQL Data Warehouse.mp4

02:45

43 - Visualizing Data Using Power BI.mp4

05:25

44 - Summary and Further Study.mp4

01:23

Description

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.

What You'll Learn?

Providing crisp, clear, actionable points-of-view to senior executives is becoming an increasingly important role of data scientists and data professionals these days. In this course, Communicating Data Insights you will gain the ability to summarize complex information into such clear and actionable insights. First, you will learn how to sum up the important descriptive statistics from any numeric dataset. Next, you will discover how to build and use specialized visual representations such as candlestick charts, Sankey diagrams and funnel charts in Python. You will then see how the data behind such representations can now be fed in from enterprise-wide sources such as data warehouses and ETL pipelines.

Finally, you will round out the course by working with data residing in different public cloud platforms, and even in a hybrid environment, that is with some of it on-premise and some of it on the cloud.

When you’re finished with this course, you will have the skills and knowledge to pull together data from disparate sources and use nifty visualizations to convey crisp, actionable points-of-view to a senior executive audience.

More details

User Reviews

Rating

average 0

Total votes0

Focused display

Data Science

Data Visualization

Janani Ravi

Instructor's Courses

Janani has a Masters degree from Stanford and worked for 7+ years at Google. She was one of the original engineers on Google Docs and holds 4 patents for its real-time collaborative editing framework. After spending years working in tech in the Bay Area, New York, and Singapore at companies such as Microsoft, Google, and Flipkart, Janani finally decided to combine her love for technology with her passion for teaching. She is now the co-founder of Loonycorn, a content studio focused on providing high-quality content for technical skill development. Loonycorn is working on developing an engine (patent filed) to automate animations for presentations and educational content.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.