Master Pandas Series in Session 16 of Data Science Mentorship 📊

Data Science Mentorship Program (DSMP) 2022-23

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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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Notebook Link - https://colab.research.google.com/drive/1Te483lmZDDKzzU0YFnuHiSy87AHquJKF?usp=sharing
Download Datasets - https://drive.google.com/drive/folders/1aUJ85Ea-TxVWSQNvtKjkz75fqEAqFHk6?usp=share_link
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Time Stamp
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0:00 Session Start
2:48 Week Schedule
8:15 Pandas
9:08 What is Pandas.
14:02 Series from lists
21:23 Series from dict
24:15 Series Attributes(size/dtype/name/is_unique/index/values)
30:53 Series using read_csv
Series methods
46:19 series.head()/series.tail()
48:49 series.sample()
52:10 value_counts()
55:15 sort_values()
1:01:30 sort_index()
Series Maths Methods
1:05:47 count()
1:07:00 series.sum/product
1:08:35 mean/median/mode
1:11:07 min/max
1:12:14 Describe
1:17:07 Series Indexing
1:29:14 Editing Series

1:37:17 Series with Python Functionalities
1:49:20 Boolean Indexing on Series
1:55:44 Plotting Graphs on Series
2:00:25 Doubts