For beginners in data science, it's essential to start with foundational concepts before diving into more advanced topics. Here are some key data science topics that are suitable for beginners:

Introduction to Data Science:

Overview of what data science is and its applications.
Understanding the data science lifecycle.
Statistics Basics:

Descriptive statistics (mean, median, mode).
Probability basics.
Introduction to Programming:

Basics of a programming language (e.g., Python, R).
Variables, data types, and basic operations.
Data Manipulation and Analysis:

Introduction to libraries like Pandas for data manipulation.
Basic data cleaning techniques.