Statistical data analysis | Statistical Data Science | Part 1

In this course you will learn how to analyze data. #Statistic plays important role in terms of data analysis. Here you will get exposed to utilize and understand various statistical method to analyse data. Statistical Data Analysis - Part 2 : The following topic has discussed in this course. - Central tendency (mean and median) (0:00) - Variance and standard deviation (7:10) - Data dispersion (19:00) - Standard error/confidence intervals (30:58) - Significance testing (test choice) (41:17) - Significance testing (p value) (50:29) -the t test (1:00:21) -the F test (1:12:29) - ANOVA (1:20:31) - Shapiro-Wilk test (1:32:51) - Kolmogorov-Smirnov test (1:38:49) -Mann-Whitney U test (1:43:22) - Kruskal-Wallis test (1:51:10) - Levene's Test (1:59:25) - Categorical data (intro and test choice) (2:04:30) - Exact binomial test/exact multinomial test (2:08:44) - Fisher's exact test (2:21:45) - Chi-squared test (2