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Data science is a multidisciplinary field that involves using various techniques, algorithms, processes, and systems to extract insights and knowledge from data. It combines elements of computer science, statistics, domain knowledge, and data analysis to uncover patterns, make predictions, and support decision-making. Key components of data science include:

Data Collection

Data Cleaning and Preprocessing:

Exploratory Data Analysis (EDA):

Feature Engineering:

Machine Learning:

Model Evaluation:

Model Deployment:

Data Visualization:

Data Ethics and Privacy:

Domain Knowledge: