What is data science? Data science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to extract insights and knowledge from structured and unstructured data. It combines expertise from various domains, including statistics, mathematics, computer science, and domain-specific knowledge, to analyze and interpret complex data sets. - Microsoft Fabric Training Key components of data science include: 1. Data Collection: · Gathering relevant data from diverse sources, including databases, spreadsheets, APIs, sensors, and more. The quality and quantity of data significantly impact the outcomes of data science projects. 2. Data Cleaning and Preprocessing: · Cleaning and transforming raw data to ensure its accuracy, completeness, and consistency. This may involve handling missing values, dealing with outliers, and converting data into a suitable fo...
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