CampusX Data Science Mentorship Program 2022-23 - Session 38 - Descriptive Statistics Part 1 | DSMP 2023

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365.3 hours of video
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Session 38 - Descriptive Statistics Part 1 | DSMP 2023 ------------------------------------------------------------------------------------------------------------------------------------------------------- Dataset - https://docs.google.com/spreadsheets/d/1X1XkZ2fGE-_XE6z6fSecuDB6-C7bIpbWVEPiqu_cpXk/edit?usp=sharing Session Notebook: https://drive.google.com/file/d/1da0Wj1KyUxLtGVnFcPTpgWvKQsWjZly-/view?usp=share_link ------------------------------------------------------------------------------------------------------------------------------------------------------- Enroll in this Programme from our Website - https://learnwith.campusx.in/ Course Website Link - https://campusx1040.graphy.com/s/preview/courses/CampusX-Data-Science-Mentorship-Program#6376dbd8e4b065a4cadac4db YouTube Playlist - https://www.youtube.com/playlist?list=PLKnIA16_RmvbAlyx4_rdtR66B7EHX5k3z ------------------------------------------------------------------------------------------------------------------------------------------------------- ----------------------- | **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