Session 39 - Descriptive Statistics Part 2 | DSMP 2023

Session 39 - Descriptive Statistics Part 2 | DSMP 2023 ------------------------------------------------------------------------------------------------------------------------------------------------------- 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 ------------------------------------------------------------------------------------------------------------------------------------------------------- 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 00:03:42 - 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 #datanalytics #Stats #statistics #SQL #descriptivestatistics #campusx #dsmp2023