PCED™ – Certified Entry-Level Data Analyst with Python

PCED™ – Certified Entry-Level Data Analyst with Python certification validates a learner's ability to perform basic yet critical data tasks using Python. The certification covers the fundamentals of data collection, cleaning, transformation, and analysis, while introducing key concepts in data ethics, visualization, and storytelling.

The exam emphasizes Python's built-in capabilities, such as variables, data structures, file handling, control flow, and functions, alongside practical modules like csv, math, statistics, datetime, collections, and NumPy. Candidates will demonstrate the ability to work with simple datasets, perform common analytical operations, and communicate insights using both text-based summaries and basic charts.

PCED is designed for beginners with no or very little prior experience in data analysis, data analytics, or programming, offering a clear and supportive entry into Python and the world of data. It builds the practical and conceptual foundation needed for more advanced tools, libraries, and certifications in the future.

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