Session 38 - Descriptive Statistics Part 1 | DSMP 2023
Channel: CampusX
Date: 2023-03-10

Session 38 - Descriptive Statistics Part 1 | DSMP 2023
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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
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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
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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


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