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SIT182 High Distinction (A)

Introduction to Data Science

Trimester 1, 2023

This unit covers Python programming fundamentals, data structures, algorithms, and practical data science applications. All tasks completed to High Distinction level demonstrating mastery of programming concepts and data analysis skills.

Key Learnings
  • Python programming fundamentals
  • Data structures and algorithms
  • File handling and data formats
  • Object-oriented programming
  • Web scraping techniques
  • Data analysis and visualization
Tools Used
PythonPandasNumPyBeautifulSoupMatplotlib
Projects (8)
001 Python Fundamentals
Core Python programming concepts and syntax
High Distinction
 002 Data Structures
Python data structures and collections
High Distinction
 003 Algorithms
Algorithm design and implementation
High Distinction
 004 File Handling
Reading, writing, and processing files
High Distinction
 005 OOP Concepts
Object-oriented programming in Python
High Distinction
 006 Web Scraping
Extracting data from websites
High Distinction
 007 Data Analysis
Data analysis and visualization
High Distinction
 008 Automation Scripts
Practical automation solutions
High Distinction