Data Visualization for Developers (2014)

MP4 | AVC 482kbps | English | 1024x768 | 15fps | 1h 55mins | AAC stereo 125kbps | 535 MB

Genre: Video Training

This course covers the fundamentals of data visualization that every developer needs to know regardless of archictecture, platform, tools, or language. At some point in your software development career, you may be called upon to produce a graph or a chart. Delivering on even a simple request can be remarkably complex. How much data is there and where does it live? What kind of chart should you use? Should the chart be rendered on a server or on the client? What kind of clients should you support, and what are the consequences of that choice? This course introduces every aspect of visualization, from story, to numbers, to architecture, to code.

01. Introduction

01. Introduction.mp4

02. One Dataset - Two Stories.mp4

03. Data Scientists, Graphic Designers, and You.mp4

02. Charting - 1A

01. Introduction.mp4

02. Just Enough Math.mp4

03. Telling Stories with Statistics.mp4

04. The Four Rules of Visualization. Rule 1 - Start with the Story.mp4

05. Rule 2 - Make the Contrast Address the Story.mp4

06. Rule 3 - Don't Forget the Data.mp4

07. Rule 4 - Don't Make People Think.mp4

08. Selecting a Chart Type.mp4

09. Fun with Chart Libraries.mp4

10. More Fun with Chart Libraries.mp4

03. Business Intelligence

01. Two Questions and a Myth.mp4

02. Correlation, Causation, Interpolation, and Extrapolation.mp4

03. Neatness Counts.mp4

04. Visualization Architecture

01. Visualization in the Age of Big Data.mp4

02. The Architecture Game - Setting the Stage.mp4

03. The Architecture Game Part 1 - Data and Analytics.mp4

04. The Architecture Game Part 2 - Rendering and Display.mp4

05. Variations on a Theme.mp4

05. Hands-On Visualization

01. Choosing the Perfect Story and Demo Environment.mp4

02. Setting Up Your Demo Environment (Don't Worry, It's Painless).mp4

03. Looking at the Data.mp4

04. Remote Database. Local Analytics and Rendering.mp4

05. Remote Database. Analytics and Rendering.mp4

06. Retrieving and Interpreting Analytics Data.mp4

07. Remote Database. Analytics and Local Rendering.mp4

08. Remote Database. Local Rendering and Analytics on Both.mp4