CampusX Data Science Mentorship Program 2022-23 - Session 21 - MultiIndex Series and DataFrames | DSMP 2022-23

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365.3 hours of video
Certificate of completion
Access on mobile and TV

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Education Engineering Campus Placement Skills Machine Learning Software Web Development Profile Building

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Session 21 - MultiIndex Series and DataFrames | Data Science Mentorship Program (DSMP) 2022-23 ------------------------------------------------------------------------------------------------------------------------------------------------------- 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 ------------------------------------------------------------------------------------------------------------------------------------------------------- ------------------------------------------------------------------------------------------------------------------------------------------------------- Datasets used in the session - https://drive.google.com/drive/folders/1AP_M96SnIe985aQQp9SmDkz69AXHrs5t?usp=share_link Notebook Link - https://colab.research.google.com/drive/17l8EddlrS2Ed35frmeS6cHAvdf5Fbw-g?usp=sharing ------------------------------------------------------------------------------------------------------------------------------------------------------- ----------------------- | Time stamp | ----------------------- 0:00 Start 3:00 January Schedule 11:25 MultiIndex Session Start 16:24 Having Multiple Index 21:22 # how to create multiindex object 24:55 # creating a series with multiindex object 26:50 Fetching Items from multindex series 28:06 Dimension of multi Index series? 30:11 #unstack 31:28 #stack 32:23 Why to use Multi Index series? 35:15 #MultiIndex DataFrame 40:16 # Are columns really different from index? 41:45 #MultiIndex Data Frame from columns perspective 45:11 #MultiIndex on row and column both 50:07 #Stacking and #Unstacking 1:07:34 Working with #multiIndex DataFrames 1:11:07 # Extracting Single row 1:15:02 # Extracting Cols 1:17:14 # Extracting both 1:18:32 # sorting index 1:22:42 #Transpose Dataframe 1:23:36 #swaplevel 1:25:40 Doubts 1:28:10 #LongVsWide Data 1:33:45 #Pandas-melt -- simple example branch 1:42:25 # melt - real world example 1:53:29 Doubts