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Data Science Mentorship Program (DSMP) 2022-23 ---------------------------------------------------------------------------------------------------------------------------------------------- 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 ------------------------------------------------------------------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------------------------------------------------------------------- Notebook Link - https://colab.research.google.com/drive/1Te483lmZDDKzzU0YFnuHiSy87AHquJKF?usp=sharing Download Datasets - https://drive.google.com/drive/folders/1aUJ85Ea-TxVWSQNvtKjkz75fqEAqFHk6?usp=share_link ---------------------------------------------------------------------------------------------------------------------------------------------------- Time Stamp ---------------------- 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
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