**Introduction to Data Science and Python Setup
Begin your journey into data science by understanding what it is and its importance. Then, install Python and a suitable Integrated Development Environment (IDE) like VS Code or Jupyter Notebook.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
**Python Fundamentals: Variables, Data Types, and Operators
Learn the fundamental building blocks of Python programming.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
**Python: Control Flow
Conditional Statements and Loops** - Explore how to control the flow of your Python programs using conditional statements and loops.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
**Python: Data Structures
Lists, Tuples, Dictionaries, and Sets** - Learn about the essential data structures in Python, which are fundamental for organizing and manipulating data.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
**Python: Functions and Libraries
Learn to write reusable code using functions and start using essential libraries for data science.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
**Introduction to NumPy: Arrays and Basic Operations
Begin working with NumPy, a fundamental library for numerical computing in Python and data science.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
**Introduction to Pandas: DataFrames
Explore the Pandas library, a key tool for data manipulation and analysis.
Learning Objectives
- Understand the fundamentals
- Apply practical knowledge
- Complete hands-on exercises
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