XII INFORMATICS PRACTICES

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VIDEO LECTURES

CBSE SYLLABUS

1. XII IP CBSE Syllabus 2020-21

UNIT - 1 (Data Handling using Pandas and Data Visualization)

Data Handling using Pandas -I

Pandas Series

1.  Pandas Introduction, Pandas Data Structure, Creating Series Object
2.  Create Series Object
3.  Creating Series Object (index parameter)
4.  dtype parameter, Creating Series with numpy Data types
5.  Series Attributes
6.  Series Methods [List of Methods][Video]
7.  NaN (Not a Number) in Python Pandas
8.  Python Pandas Series with Duplicate Data Labels/Indexes
9.  Accessing Elements of Series (Accessing Individual Element )
10.  Extracting Pandas Series Slices
11.  Operations on Series Data Structure

Pandas DataFrame

1.  Introduction to DataFrame
2.  DataFrame creation (List of Lists)
3.  DataFrame creation (dict of ndarray/list/series. list of dict)
4.  Variable Memory assignment in Python
5.   Creating DataFrame using CSV
6.   DataFrame Attributes
7.   Accessing DataFrame Columns
8.  Finding Slices of DataFrame || loc , iloc Explained
9.  Add/Modify/Delete Column & Rows from DataFrame
10.  DataFrame Methods [List of Methods] [Video]
11.  Iterating over a DataFrame
12.   Column/Index Rename
13.  Operations on DatFrame
14.  concat() method in Pandas
15.  join() method in Pandas
16.  merge() method in Pandas
17.  concat() vs join() vs merge()

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