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Session 38 - Descriptive Statistics Part 1 | DSMP 2023
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Session 38 - Descriptive Statistics Part 1 | DSMP 2023
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| **Chapters** |
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00:00:00 - Session start
00:03:31 - Agenda
00:05:23 - What is Statistics?
00:10:31 - Types of Statistics
00:12:35 - Population vs Sample
00:18:39 - Inferential Statistics
00:21:51 - Types of Data
00:26:36 - Measure of Central Tendency
00:28:42 - Mean
00:35:30 - Median
00:37:40 - Mode
00:39:40 - Weighted mean
00:42:18 - Trimmed mean
00:46:35 - Measure of Dispersion
00:48:55 - Range
00:51:22 - Variance
00:59:49 - Standard Deviation
01:02:37 - Coefficient of Variation
01:11:12 - Graphs for univariate analysis
01:12:00 - Frequency Distribution Table & Cumulative Frequency of Categorical data
01:23:44 - Frequency Distribution Table & Histogram of Numerical data
01:33:29 - Graphs for Bivariate Analysis
01:34:17 - Categorical - Categorical Analysis (Contingency Table/Crosstab)
01:41:00 - Numerical - Numerical Analysis (Scatter plot)
01:42:42 - Categorical - Numerical Analysis
01:46:20 - Session end
#datanalytics #Stats #statistics #SQL #descriptivestatistics #campusx #dsmp2023
-------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------
-----------------------
| **Chapters** |
-----------------------
00:00:00 - Session start
00:03:31 - Agenda
00:05:23 - What is Statistics?
00:10:31 - Types of Statistics
00:12:35 - Population vs Sample
00:18:39 - Inferential Statistics
00:21:51 - Types of Data
00:26:36 - Measure of Central Tendency
00:28:42 - Mean
00:35:30 - Median
00:37:40 - Mode
00:39:40 - Weighted mean
00:42:18 - Trimmed mean
00:46:35 - Measure of Dispersion
00:48:55 - Range
00:51:22 - Variance
00:59:49 - Standard Deviation
01:02:37 - Coefficient of Variation
01:11:12 - Graphs for univariate analysis
01:12:00 - Frequency Distribution Table & Cumulative Frequency of Categorical data
01:23:44 - Frequency Distribution Table & Histogram of Numerical data
01:33:29 - Graphs for Bivariate Analysis
01:34:17 - Categorical - Categorical Analysis (Contingency Table/Crosstab)
01:41:00 - Numerical - Numerical Analysis (Scatter plot)
01:42:42 - Categorical - Numerical Analysis
01:46:20 - Session end
#datanalytics #Stats #statistics #SQL #descriptivestatistics #campusx #dsmp2023
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