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S10_Big Data gr 1
S10_Big Data gr 1
95 Students enrolled
Created by: Arta Abdullahu, Bujar Prokshi
Last Updated: 24th February 2025
English
Requirements
S10_Big Data gr 1
Description
S10_Big Data gr 1
Content
Introduction
Chapter 1 - Introduction to Big Data Analytics/Data Science
The Foundations of Data Science
Chapter 2 - Foundations of Data Science
The Data Science Pipeline| Role of Data Scientists
Applications of Data Science| Data Science Tools and Technologies| Data Science Ethics and Privacy| Challenges and Opportunities
Case Studie| Future Trends in Data Science| Data Collection and Preprocessing
Chapter 3 - Python for Beginners
Introduction to Python|Overview of Python and its features.|Setting up Python environment (installation, IDEs).|Writing and executing your first Python program.
Basic Python Concepts|Variables and data types (integers, floats, strings, booleans).|Basic arithmetic and string operations.Understanding and using Python's built-in functions.|Introduction
Control Flow and Functions|Conditional statements (if, elif, else).|Introduction to logical operators (and, or, not).|ntroduction to loops (for loops, while loops).|Writing and using function
Data Structures|Lists: Creating, accessing, and modifying lists.|Tuples.|Dictionaries| Tasks
Chapter 4 - Python for Data Analysis
Chapter 5 - Introduction to Data Visualization
Chapter 6 - SQL for Big Data
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