Junior Data Scientist Career Path
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This is a fictional practice case. These are learner materials, not a completed professional service, certification, deployed app, PBIX or proprietary project file.

PREREQUISITES
Python data handling, descriptive statistics and basic algebra.

CASE
A fictional learning platform wants to understand course completion patterns. Build a small modeling plan that avoids using information available only after the outcome.

PORTFOLIO
Exploratory analysis, leakage-aware baseline and model evaluation report

Use the four stage worksheets, case-inputs.csv, review rubric and reference reasoning. Complete the learning resources in course-sequence.csv at a pace appropriate to your starting level. The project planning allowance is not a promise about completing all course material.
