TOPICS
Unit 1: Data Handling using Pandas and Data Visualization
Data Handling using Pandas -I
- Introduction to Python libraries
- Series
- Data Frames
- Importing/Exporting Data between CSV files and Data Frames
Data handling using Pandas – II
- Descriptive Statistics
- DataFrame operations (Aggregation, group by, Sorting, Deleting and Renaming Index, Pivoting)
- Importing/Exporting Data between MySQL database and Pandas
- Data Visualization
Unit 2: Database Query using SQL
- Math functions
- Text functions
- Date Functions
- Aggregate Functions
- Querying and manipulating data using Group by, Having, Order by
- Operations on Relations (Union, Intersection, Minus, Cartesian Product, JOIN)
Unit 3: Introduction to Computer Networks
- Introduction to networks
- Types of network (LAN, MAN, WAN)
- Network Devices (modem, hub, switch, repeater, router, gateway)
- Network Topologies (Star, Bus, Tree, Mesh)
- Introduction to Internet, URL, WWW and its applications
- Website
- Web Browsers
Unit 4: Societal Impacts
- Cybercrime and Cyber Laws
- Intellectual Property rights
- Free and Open Source Software
- E-waste Management
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