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Data Science using Tableau

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Data Science using Tableau

MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 8.5 Hours | Lec: 39 | 1.80 GB

Genre: eLearning | Language: English

 

Learn Regression, Clustering, Forecasting, Text Mining using Tableauis designed to cover majority of the capabilities of Tableau from Analytics & Data Science perspective, which includes the following:

 

Learn about the basic statistics, including measures of central tendency, dispersion, skewness, kurtosis, graphical representation, probability, probability distribution, etc.

Learn about scatter diagram, correlation coefficient, confidence interval, Z distribution & t distribution, which are all required for Linear Regression understanding

Learn about the usage of Tableau for building Linear Regression

Learn about building logarithmic, exponential & polynomial regression models using Tableau

Learn about the K-Means clustering algorithm & how to use Tableau to accomplish the same

Learn about the science behind text mining, word cloud, sentiment analysis & accomplish the same using Tableau

Learn about Forecasting models including AR, MA, ES, ARMA, ARIMA, etc., and how to accomplish the same using Tableau Trend Lines

Learn about Logistic Regression & how to accomplish the same using Tableau

 

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