Informatics Practices Class 12

As per CBSE Syllabus Class 12 Informatics Practices Subject code (065) - 2025-26

Unit 1 : Data Handling Using Pandas and Data Visualization

PYTHON PANDAS  -I

1. Introduction
2. Using Pandas
3. Pandas Data Structure
4. Series Data Structure
5. Accessing's a Series Object and Its Elements
6. Operations on Series Object
7. Series Object vs 1D Data Structure and 1 D Numpy Array
8. DataFrame Data Structure
9. Creating Data Structure
10. DataFrame Attribute 
11. Dataframe vs Series and 2D Numpy Array
12. Selecting or Acesing Data
13.  Adding/Modifying Rows/Cloumns values in DataFrame
14. Deleting/Renaming Columns Rows
15. More on DataFrame Indexing-Boolean Indexing

PYTHON PANDAS -II

1. Introduction
2. Iterating over a DataFrame
3. Binary Operations in a DataFrame
4. Descriptive Statics with pandas
5. Some other essential Functions and Functionality
6. Advanced Operations on DataFrame
7. Handling Missing Data
8. Combing DataFrame
9. Function groupby()

Ploting with PyPlot

1. What is Data Visualization
2. Using PyPlot of Matplotlib Library
3. Creating Line Charts and Scatter Charts
4. Creating Bar Chats and Pie Chats
5. Customizing the Plot
6. Creating Histograms with PyPlot
7. Creating Frequency Polygons
8. Creating Box Plots
9. Plotting Data from a DataFrame

Unit 2: Database Query Using SQL

Unit 3: Introduction to Computer Network

Unit 4: Societal impacts