XII (Information Practices) | NICE IT SERVICES

** AS PER CBSE SYLLABUS

# Quick Revision of Class XI Python Programming

Unit 1: Data Handling

- - Working with NumPy
  - NumPy Arrays vs. Python lists
  - NumPy Data Types
  - Creating NumPy Arrays (1-D, 2-D)
  - Working with NumPy Arrays (Accessing individual elements, Array Slices, Joining,
    Obtaining Subsets, Arithmetic Operations)
  - Applications of NumPy Arrays (Covariance, Correlation, Linear Regression)
  - Python Pandas
  - Descriptive Statistics with Pandas
  - Functions Min(), Max(), Mode(), Mean(), Median()
  - Count(), Sum(), Quantile(), Var(), etc.
  - Applying functions on a subset of DataFrame
  - Advanced Operations on DataFrame (Pivoting, Sorting, Aggregation)
  - Creating Histogram
  - Function Application (pipe(), apply(), applymap(), groupby(), transform(), etc.)
  - Reindexing and Altering Labels
  - Plotting with Pyplot
  - Data Visualization
  - Using Pyplot of Matplotlib Library
  - Creating Line Charts, Scatter Charts (plot() function)
  - Creating Bar Charts
  - Changing widths, Colors of Bars
  - Creating Multiple Bars Chart
  - Creating Horizontal Bar Chart
  - Customizing the Plot
  - Adding Title
  - Setting X and Y Labels, Limits
  - Adding Legends
  - Creating Histograms with Pyplot
  - Creating Frequency Polygons
  - Creating Box Charts
  Unit 2: Basic Software Engineering (BSE)
  - Software Engineering
  - Software Process Activities
  - Software Specification
  - Software Design and Implementation
  - Software Verification and Validation
  - Software Evolution/Software Maintenance
  - Software Process Models
  - Waterfall Model
  - Evolutionary Model
  - Component based Model
  - Delivery Models
  - Incremental Model
  - Spiral Model
  - Agile Software Development
  - Pair Programming
  - Scrum
  - Version Control Systems
  - Types and Utility of Versions Control System
  - Git (Distributed Version Control System)
  - Use-Case Diagrams
  - Business Use-Case Diagrams
  - System Use-Case Diagrams
  Unit 3: Data Management
  - MySQL and SQL
  - MySQL Data types, SQL Constraints
  - Accessing database in MySQL
  - Creating Tables and Inserting data into Tables
  - Creating Tables with SQL Constraints
  - Inserting Data in another Table
  - Retrieving Data from Table (Select)
    - Conditional based/Pattern based Retrieval
  - Modifying/Deleting Data in/from Tables
  - Altering/Dropping Tables
  - Using Column Aliases, Working with NULL Values
  - SQL Joins
  - Indexes in Database
  - Ordering Records in Result (Order By Clause)
  - Types of SQL Functions
    - Aggregate Functions, String functions, etc.
  - Grouping Result (Group By)
  - Having (Condition Retrieving on Groups)
  - Creating Django based Web Application
  - Web Framework
  - Installing Django in Virtual Environment
  - Activating virtual Environment
  - Creating Models, Views and Templates
  - Writing Dictionary Data to CSV and Text Files
  - Get and Post Request
  - Interface Python with MySQL
  - Connecting to MySQL from Python
  - Parameterized Queries
  - Performing Insert and Update Queries
  Unit 4: Society, Law and Ethics
  - Ethical Issues
  - Intellectual Property Rights
  - Plagiarism
  - Digital Property Rights
  - Open Source Philosophy and Software Licenses
  - Philosophy of Open Source
  - Licenses and Domains of Open Source Technology
  - Privacy, Online Fraud, Cyber Crime
  - Computer Forensics
  - Cyber Law and IT Act, Technology and Society
  - E-waste Management
  - E-waste Disposal Process
  - Benefits of e-waste Recycling
  - Identity Theft,
  - Gender Issues
  - Role of New Media in Society
  - Online Campaigns
  - Crowd Sourcing
  - Smart Mobs
  - Case Studies
  - Issues with Internet
  - Internet as an Echo Chamber
  - NET Neutrality
  - Internet Addiction

CLASS-XII INFORMATION PRACTICES (Python)