Session 39 - Descriptive Statistics Part 2 | DSMP 2023
Channel: CampusX
Date: 2023-03-13

Session 39 - Descriptive Statistics Part 2 | DSMP 2023
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Code - https://colab.research.google.com/drive/19YlpW_N7idyQQvmpgrZg8KNSvIjCPk-8?usp=sharing

Session-38 Notebook:  https://drive.google.com/file/d/1da0Wj1KyUxLtGVnFcPTpgWvKQsWjZly-/view?usp=share_link

Session-39 Notebook: https://drive.google.com/file/d/1edN9LSbMP3lPh4YMem4n9K0Y6lSeFaP1/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
00:03:42 - Recap of the previous session
00:06:03 - Agenda
00:08:43 - Quantiles & Percentiles
00:15:17 - How to calculate percentile?
00:29:51 - Doubt clearance
00:31:08 - 5 number summary in statistics
00:35:05 - Boxplot theory
00:37:45 - How to create a boxplot with an example?
00:49:12 - Side-by-side boxplot
00:52:15 - Doubt clearance
00:58:05 - Scatterplots
01:01:30 - What is Covariance and how is it interpreted?
01:07:46 - How is Covariance calculated?
01:20:19 - Disadvantages of Covariance
01:27:34 - Covariance of a variable with itself
01:29:14 - Doubt clearance
01:30:17 - What problem does Correlation solve?
01:32:05 - What is correlation?
01:36:22 - Difference between correlation & causation
01:42:14 - Doubt clearance
01:44:36 - Visualizing multiple variables
01:51:17 - Session end & Doubt clearance



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