Data Visualization for Developers
WEBRip | English | MP4 | 1024 x 768 | AVC ~280 kbps | 30 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | 1h 55mn | 535 MB
Genre: Video Tutorial
This course covers the fundamentals of data visualization that every developer needs to know regardless of architecture, platform, tools, or language.



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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.

Content:

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 - Dont Forget the Data.mp4
07. Rule 4 - Dont 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 (Dont Worry, Its 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
09. Conclusion.mp4

also You can watch my other last:




General
Complete name 02. Correlation, Causation, Interpolation, and Extrapolation.mp4
Format MPEG-4
Format profile Base Media / Version 2
Codec ID mp42
File size 8.14 MiB
Duration 2mn 46s
Overall bit rate mode Variable
Overall bit rate 411 Kbps
Performer Dan Appleman
Encoded date UTC 2014-04-23 02:01:01
Tagged date UTC 2014-04-23 02:01:22
Writing application HandBrake 0.9.8 2012071700

Video
ID 1
Format AVC
Format/Info Advanced Video Codec
Format profile Baseline@L3.1
Format settings, CABAC No
Format settings, ReFrames 2 frames
Format settings, GOP M=1, N=50
Codec ID avc1
Codec ID/Info Advanced Video Coding
Duration 2mn 46s
Bit rate 280 Kbps
Width 1 024 pixels
Height 768 pixels
Display aspect ratio 4:3
Frame rate mode Variable
Frame rate 30.000 fps
Minimum frame rate 30.000 fps
Maximum frame rate 30.030 fps
Color space YUV
Chroma subsampling 4:2:0
Bit depth 8 bits
Scan type Progressive
Bits/(PixelFrame) 0.012
Stream size 5.54 MiB (68%)
Writing library x264 core 120
Encoding settings cabac=0 / ref=2 / deblock=1:0:0 / analyse=0x1:0x111 / me=umh / subme=6 / psy=1 / psy_rd=1.00:0.00 / mixed_ref=1 / me_range=16 / chroma_me=1 / trellis=0 / 8x8dct=0 / cqm=0 / deadzone=21,11 / fast_pskip=1 / chroma_qp_offset=-2 / threads=12 / sliced_threads=0 / nr=0 / decimate=1 / interlaced=0 / bluray_compat=0 / constrained_intra=0 / bframes=0 / weightp=0 / keyint=50 / keyint_min=26 / scenecut=40 / intra_refresh=0 / rc_lookahead=40 / rc=crf / mbtree=1 / crf=20.0 / qcomp=0.60 / qpmin=3 / qpmax=69 / qpstep=4 / ip_ratio=1.40 / aq=1:1.00
Encoded date UTC 2014-04-23 02:01:01
Tagged date UTC 2014-04-23 02:01:21
Color range Limited
Color primaries BT.709
Transfer characteristics BT.709
Matrix coefficients BT.709

Audio
ID 2
Format AAC
Format/Info Advanced Audio Codec
Format profile LC
Codec ID 40
Duration 2mn 46s
Bit rate mode Variable
Bit rate 128 Kbps
Maximum bit rate 153 Kbps
Channel(s) 2 channels
Channel positions Front: L R
Sampling rate 44.1 KHz
Compression mode Lossy
Stream size 2.53 MiB (31%)
Title Stereo
Language English
Encoded date UTC 2014-04-23 02:01:01
Tagged date UTC 2014-04-23 02:01:21

Screenshots









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