Udemy - Workshop in Probability and Statistics
Udemy - Workshop in Probability and Statistics
English | MP4 | 640x360 | AVC 273 Kbps 15.000 fps | AAC 21.5 Kbps 22.05 khz | 21 hours | 1.89 GB
Genre: Video Training
English | MP4 | 640x360 | AVC 273 Kbps 15.000 fps | AAC 21.5 Kbps 22.05 khz | 21 hours | 1.89 GB
Genre: Video Training
This workshop is designed to help you make sense of basic probability and statistics with easy-to-understand explanations of all the subject's most important concepts. Whether you are starting from scratch or if you are in a statistics class and struggling with your assigned textbook or lecture material, this workshop was built with you in mind.
01 Basic Probability and Terminology
02 Joint and Conditional Probability
03 Bayes Rule Random Variables
04 Probability Distributions
05 The Normal Distribution
06 Joint Random Variables
07 Sampling
08 Hypothesis Testing
09 Simple Linear Regression
10 Multiple Regression
11 Decision Analysis
02 Joint and Conditional Probability
03 Bayes Rule Random Variables
04 Probability Distributions
05 The Normal Distribution
06 Joint Random Variables
07 Sampling
08 Hypothesis Testing
09 Simple Linear Regression
10 Multiple Regression
11 Decision Analysis
General
Complete name : 001 Course Welcome Introductory Lecture.mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom
File size : 20.8 MiB
Duration : 9mn 49s
Overall bit rate mode : Variable
Overall bit rate : 296 Kbps
Encoded date : UTC 2014-01-11 01:05:46
Tagged date : UTC 2014-01-11 01:05:46
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Baseline@L2.2
Format settings, CABAC : No
Format settings, ReFrames : 3 frames
Format settings, GOP : M=1, N=75
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 9mn 49s
Bit rate : 273 Kbps
Maximum bit rate : 550 Kbps
Width : 640 pixels
Height : 360 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 15.000 fps
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.079
Stream size : 19.2 MiB (92%)
Writing library : Zencoder Video Encoding System
Encoded date : UTC 2014-01-11 01:05:34
Tagged date : UTC 2014-01-11 01:05:46
Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : 40
Duration : 9mn 49s
Bit rate mode : Variable
Bit rate : 21.5 Kbps
Maximum bit rate : 28.6 Kbps
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 22.05 KHz
Compression mode : Lossy
Stream size : 1.51 MiB (7%)
Encoded date : UTC 2014-01-11 01:05:46
Tagged date : UTC 2014-01-11 01:05:46
Complete name : 001 Course Welcome Introductory Lecture.mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom
File size : 20.8 MiB
Duration : 9mn 49s
Overall bit rate mode : Variable
Overall bit rate : 296 Kbps
Encoded date : UTC 2014-01-11 01:05:46
Tagged date : UTC 2014-01-11 01:05:46
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Baseline@L2.2
Format settings, CABAC : No
Format settings, ReFrames : 3 frames
Format settings, GOP : M=1, N=75
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 9mn 49s
Bit rate : 273 Kbps
Maximum bit rate : 550 Kbps
Width : 640 pixels
Height : 360 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 15.000 fps
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.079
Stream size : 19.2 MiB (92%)
Writing library : Zencoder Video Encoding System
Encoded date : UTC 2014-01-11 01:05:34
Tagged date : UTC 2014-01-11 01:05:46
Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : 40
Duration : 9mn 49s
Bit rate mode : Variable
Bit rate : 21.5 Kbps
Maximum bit rate : 28.6 Kbps
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 22.05 KHz
Compression mode : Lossy
Stream size : 1.51 MiB (7%)
Encoded date : UTC 2014-01-11 01:05:46
Tagged date : UTC 2014-01-11 01:05:46
Screenshots
Udemy - Workshop in Probability and Statistics
Udemy - Workshop in Probability and Statistics
Udemy - Workshop in Probability and Statistics
