Implementing data analytics faces several challenges:
Data Quality: Ensuring data accuracy and consistency is crucial, as poor data quality can lead to misleading insights.
Integration: Combining data from diverse sources can be complex due to varying formats and systems.
Skill Gaps: There’s often a shortage of skilled professionals who can analyze and interpret data effectively.
Privacy and Security: Protecting sensitive data while complying with regulations is a significant concern.
Scalability: Systems must handle growing data volumes efficiently without performance issues.
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