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0:35:44
Statistics 09 Correlation & Regression 05 Simple linear Regression model - part II
0:28:47
Statistics 09 Correlation & Regression 05 Simple linear Regression model - part I
0:17:12
Statistics 09 Correlation & Regression 04 Non-linear regressions
0:17:36
Statistics 09 Correlation & Regression Part - 3 R square, Standard deviation and Residual plot
0:15:54
Statistics 09 Correlation & Regression Part -2 Least squares line and Regression
0:13:49
Statistics 09 Correlation & Regression Part-1 Correlation, r value
0:19:13
Statistics 08 Hypothesis testing part 5 Power of the test and beta
0:15:28
Statistics 08 Hypothesis testing part 4 illustration with examples
0:34:29
Statistics 08 Hypothesis testing part 3 Applying concepts (point estimate, z/t statistic, P-value)
0:08:51
Statistics 08 Hypothesis testing part 2 Type I & II errors
0:14:22
Statistics 08 Hypothesis testing part 1 - Concepts (Null Hypothesis & Alternative Hypothesis)
0:26:57
Statistics 07 Point estimate & Confidence interval Part II (t- statistic /t-distribution)
0:20:47
Statistics 07 Point estimate & Confidence interval Part I
0:26:19
Probability - 07 Normal & Standard normal distributions
0:26:37
Probability - 06 Binomial & Geometric distributions
0:21:37
Statistics 06 Sampling distribution of sample proportion
0:15:35
Statistics 05 Sampling mean distribution & central limiting theorem
0:29:19
Statistics 04 Mean, Median, Mode, Standard deviation, Central tendency & Variability
0:15:08
Probability 01 Basic concepts and definitions
0:16:09
Statistics 03 Sampling
0:16:12
Statistics 02 Observational & Experimental studies
0:17:19
Statistics 01 Role & Process
0:21:14
Probability - 05 Random variables and Probability distributions
0:56:18
Probability : Essential Concepts for Data Science
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