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Lynda - Learning Haskell for Data Analysis

Author: art_links on 16-09-2017, 18:13, Views: 89

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Lynda - Learning Haskell for Data Analysis

Lynda - Learning Haskell for Data Analysis
Size: 449 MB | Duration: 3h 18m | Video: AVC (.mp4) 1280x720 15fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English
Data is frequently available in raw form and in massive quantities, so knowing how to find the data you need and analyze it is crucial to being a successful data analyst.

Data is frequently available in raw form and in massive quantities, so knowing how to find the data you need and analyze it is crucial to being a successful data analyst. This course shows how to use Haskell for your data science needs. Instructor James Church first explains descriptive statistics, so you can discover the importance of ranges, means, medians, and standard deviations. Then, James gets you started with using SQLite3 so you can query data. Next, he takes you through working with regular expressions and visualizations. Finally, he discusses the topic of distribution by covering Kernel Density Estimation.




* Data ranges, means, and medians
* Standard deviation
* SQLite3 command line
* Slices of data
* Regular expressions
* Atoms and modifiers
* Character classes
* Line Descriptions of a single variable
* Descriptionting a moving average
* Feature scaling
* Scatter Descriptions
* Normal distribution
* Kernel density estimation (KDE)
* Visualizations




Lynda - Learning Haskell for Data Analysis

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