What is Data science .
. Introduction 1. What is Data Science? Data science is a multidisciplinary field that extracts insights and knowledge from structured and unstructured data using various techniques, tools, and technologies. Key Components of Data Science 1. *Data*: The foundation of data science, data can come from various sources, such as databases, files, APIs, and more. 2. *Statistics and Mathematics*: Statistical and mathematical concepts, such as probability, regression, and linear algebra, are crucial for data analysis. 3. *Computer Science*: Programming languages, data structures, and algorithms are essential for data manipulation, analysis, and visualization. 4. *Domain Expertise*: Knowledge of a specific domain or industry is necessary to understand the context and relevance of the data. 2.Data Science Process 1. *Problem Definition*: Identify a problem or question to be answered. 2. *Data Collection*: Gather relevant data from various sources. 3. *Data Cleaning*: Clean and preproc...