Q40: What are the main components of Data Science?

The main components of Data Science include:
1. Data Collection: Gathering raw data from various sources.
2. Data Preparation: Cleaning and preprocessing data for analysis.
3. Data Analysis: Using statistical techniques to uncover patterns.
4. Machine Learning: Creating models to make predictions.
5. Data Visualization: Presenting results visually for better understanding.