Data Science Foundations: Navigating digital insight

Provides an extensive overview of data science, encompassing its core concepts, methodologies, and practical applications within organizations. It explores the data analysis lifecycle, from problem definition and data sourcing to preparation, model selection, and evaluation. The text emphasizes the importance of understanding data properties, statistical measures like averages and spread, and various modeling techniques such as regression, classification, and clustering. Furthermore, it highlights the critical aspects of communication, stakeholder management, and the ethical and lawful considerations in data science, including the impact of AI and data protection regulations like GDPR.

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