1. Revision to Basics of Python (XI-IP)

1. Introduction to Python libraries
2. Series
3. Data Frames
4. Importing/Exporting Data between CSV files and Data Frames

Data handling using Pandas – II

1. Descriptive Statistics
2. DataFrame operations (Aggregation, group by, Sorting, Deleting and Renaming Index, Pivoting)
3. Importing/Exporting Data between MySQL database and Pandas
4. Data Visualization

Unit 2: Database Query using SQL

1. Math functions 
2. Text functions
3. Date Functions
4. Aggregate Functions
5. Querying and manipulating data using Group by, Having, Order by
6. Operations on Relations (Union, Intersection, Minus, Cartesian Product, JOIN)

Unit 3: Introduction to Computer Networks

1. Introduction to networks
2. Types of network (LAN, MAN, WAN)
3. Network Devices (modem, hub, switch, repeater, router, gateway)
4. Network Topologies (Star, Bus, Tree, Mesh)
5. Introduction to Internet, URL, WWW and its applications
6. Website
7. Web Browsers

Unit 4: Societal Impacts

1. Cybercrime and Cyber Laws
2. Intellectual Property rights
3. Free and Open Source Software
4. E-waste Management

1. Revision of basics of Python
2. Functions
3. File Handling
4. Using Python Libraries
5. Recursion
6. Idea of Efficiency
7. Data-Structures

Unit II: Computer Networks

1. Evolution of Networking
2. Data Communication Terminologies
3. Transmission Media
4. Network Devices
5. Network Topologies and Types
6. Network Protocols
7. Mobile Telecommunication Technologies
8. Network Security Concepts
9. Introduction to Web Services
10. E-commerce Payment Transactions

Unit III: Database Management

1. Database Concepts
2. Relational Data Model
3. Structured Query Language (Data Types, SQL Commands, SQL Functions, Joins)
4. Interface of Python with SQL Database

1. Revision of basics of Python
2. Functions
3. File Handling
4. Using Python Libraries
5. Recursion
6. Idea of Efficiency
7. Data-Structures

Unit II: Computer Networks

1. Evolution of Networking
2. Data Communication Terminologies
3. Transmission Media
4. Network Devices
5. Network Topologies and Types
6. Network Protocols
7. Mobile Telecommunication Technologies
8. Network Security Concepts
9. Introduction to Web Services
10. E-commerce Payment Transactions

Unit III: Database Management

1. Database Concepts
2. Relational Data Model
3. Structured Query Language (Data Types, SQL Commands, SQL Functions, Joins)
4. Interface of Python with SQL Database

1. Revision of basics of Python
2. Functions
3. File Handling
4. Using Python Libraries
5. Recursion
6. Idea of Efficiency
7. Data-Structures

Unit II: Computer Networks

1. Evolution of Networking
2. Data Communication Terminologies
3. Transmission Media
4. Network Devices
5. Network Topologies and Types
6. Network Protocols
7. Mobile Telecommunication Technologies
8. Network Security Concepts
9. Introduction to Web Services
10. E-commerce Payment Transactions

Unit III: Database Management

1. Database Concepts
2. Relational Data Model
3. Structured Query Language (Data Types, SQL Commands, SQL Functions, Joins)
4. Interface of Python with SQL Database