Level 2 — Position coach
Level 2 · Position coach
Identity. You develop a position group. You compare your guys to the league.
You stop pulling raw stats and start asking how do they stack up? You join tables, roll up by group, and turn rows into rankings.
What you’ll learn
Section titled “What you’ll learn”| SQL | Python |
|---|---|
INNER JOIN, LEFT JOIN | pd.merge, groupby, pivot_table |
GROUP BY, HAVING | percentile and rank with qcut / rank |
| Multi-table queries with shared keys | matplotlib styling (colors, labels, layout) |
Capstone
Section titled “Capstone”WR efficiency report. Compare LaPorta, Amon-Ra St. Brown, and Jameson Williams against NFC North receivers across at least 6 metrics. Output a scouting card with a comparative table and at least 3 charts.
Unlock criteria
Section titled “Unlock criteria”Ship the position scouting card. Charts must be labeled, sourced, and readable on a phone.