1️⃣ Course Overview & Learning Outcomes
This section introduces the subject Informatics Practices (Code 065) for Class XII. It outlines the prerequisites (Class XI Informatics Practices) and clearly states the learning outcomes.
By the end of the course, students will be able to:
Create and manipulate Series and DataFrames using Pandas
Visualize data using Matplotlib graphs
Write SQL queries using aggregate functions
Import/export data between SQL and Pandas
Understand computer networking concepts
Learn about internet security and societal impacts of technology
The marks distribution is also provided (Theory + Practical = 100 marks).
2️⃣ Unit 1: Data Handling Using Pandas & Data Visualization
This is the most important and detailed unit. It covers:
🔹 Pandas Series
Creating Series from list, dictionary, scalar, and NumPy array
Indexing and slicing
Attributes (index, values, dtype, shape, size, etc.)
Operations like addition, subtraction, filtering, sorting
head() and tail() functions
🔹 Pandas DataFrame
Creating DataFrame using dictionary, list of dictionaries, CSV files
Accessing rows and columns
Adding and deleting rows/columns
Renaming rows and columns
Boolean indexing and conditional access
🔹 Data Visualization
Plotting graphs using Matplotlib
Line plot, bar graph, histogram
Customizing plots with title, labels, legend
This unit focuses on practical data analysis skills and real-world data handling.
3️⃣ Unit 2: Database Query Using SQL
This section covers advanced SQL concepts.
Topics include:
Revision of Class XI database concepts
SQL math functions (POWER, ROUND, MOD)
Text functions (UPPER, LOWER, SUBSTRING, LENGTH, etc.)
Date functions (NOW, MONTH, YEAR, DAYNAME)
Aggregate functions (SUM, AVG, COUNT, MAX, MIN)
GROUP BY, HAVING, ORDER BY
Working with multiple tables using joins
This unit helps students learn structured data management and database operations.
4️⃣ Unit 3: Introduction to Computer Networks
This section introduces networking fundamentals:
Types of networks (PAN, LAN, MAN, WAN)
Network devices (Modem, Hub, Switch, Router, Gateway)
Network topologies (Star, Bus, Tree, Mesh)
Internet, URL, WWW
Web browsers and browser settings
Static vs Dynamic websites
It builds foundational knowledge about how computers communicate over networks.
5️⃣ Unit 4: Societal Impacts
This unit focuses on the ethical and social aspects of technology:
Digital footprint
Net etiquette
Data protection and privacy
Intellectual Property Rights (IPR)
Cybercrime, phishing, hacking, cyberbullying
Indian IT Act
E-waste management
Health concerns related to technology use
This section develops awareness about responsible technology usage.
6️⃣ Project Work
Students are required to create a practical IT-based project using Python libraries and database concepts.
Identify a real-world problem
Collect and analyze data
Visualize data using graphs
Ensure proper referencing to avoid plagiarism
The project can be done individually or in groups.
7️⃣ Practical List & Evaluation Scheme
This section provides:
Practical marks distribution (30 marks)
Programs using Pandas and Matplotlib
SQL queries
Minimum required practical file submissions
Viva-Voce
It ensures students gain hands-on programming and database experience.
8️⃣ Sample Question Paper & Previous Year Paper
The final section includes:
Sample Question Paper
Previous Year Question Paper with Marking Scheme
These help students understand the exam pattern and prepare effectively.
