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DS Bridge — SQL, Python, Stats Refresh + Skip-Gate

16 lessons

  1. 1. M0 — SQL Refresh + Skip-Gate
    1. Video lesson1. SQL Joins + CTEs Refresh Drill10m
    2. Reading2. Window Functions Drill (rank/lead/lag, frames)3m
    3. Assignment3. Quiz: SQL Skip-Gate7m
    4. Project submission4. Ecommerce SQL Query Set71m
  2. 2. M1 — Pandas + EDA Sprint
    1. Video lesson1. Pandas Wrangling Sprint13m
    2. Reading2. EDA-Viz Block (RFM35 Pattern)3m
    3. Assignment3. Quiz: Python/EDA Skip-Gate7m
    4. Project submission4. RFM-Style Mini-EDA71m
  3. 3. M2 — Stats + A/B Checkpoint
    1. Video lesson1. Distributions to Hypothesis Tests Pointer10m
    2. Reading2. A/B-Test Writeup (AB-Test49 Pattern)3m
    3. Assignment3. Quiz: Stats Skip-Gate7m
    4. Project submission4. A/B-Test Writeup Checkpoint71m
  4. 4. M3 — Portfolio + Exit Battery
    1. Video lesson1. Git + Topfolio Setup11m
    2. Project submission2. Capstone: 1 Portfolio Piece on GitHub71m
    3. Assignment3. Quiz: Exit Battery (DA Skip-Gate Set)15m
    4. Reading4. Pass to P1 / Fail to DA-Track Routing Guide3m
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Micro Free Courses

DS Bridge — SQL, Python, Stats Refresh + Skip-Gate

16 lessons

  1. 1. M0 — SQL Refresh + Skip-Gate
    1. Video lesson1. SQL Joins + CTEs Refresh Drill10m
    2. Reading2. Window Functions Drill (rank/lead/lag, frames)3m
    3. Assignment3. Quiz: SQL Skip-Gate7m
    4. Project submission4. Ecommerce SQL Query Set71m
  2. 2. M1 — Pandas + EDA Sprint
    1. Video lesson1. Pandas Wrangling Sprint13m
    2. Reading2. EDA-Viz Block (RFM35 Pattern)3m
    3. Assignment3. Quiz: Python/EDA Skip-Gate7m
    4. Project submission4. RFM-Style Mini-EDA71m
  3. 3. M2 — Stats + A/B Checkpoint
    1. Video lesson1. Distributions to Hypothesis Tests Pointer10m
    2. Reading2. A/B-Test Writeup (AB-Test49 Pattern)3m
    3. Assignment3. Quiz: Stats Skip-Gate7m
    4. Project submission4. A/B-Test Writeup Checkpoint71m
  4. 4. M3 — Portfolio + Exit Battery
    1. Video lesson1. Git + Topfolio Setup11m
    2. Project submission2. Capstone: 1 Portfolio Piece on GitHub71m
    3. Assignment3. Quiz: Exit Battery (DA Skip-Gate Set)15m
    4. Reading4. Pass to P1 / Fail to DA-Track Routing Guide3m

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M0 — SQL Refresh + Skip-Gate

Joins/CTE refresh drill, window-functions article, SQL skip-gate quiz, ecommerce SQL submission.

Module Progress0% Complete
91 min total
4 Lessons
0 Completed

Module Content

SQL Joins + CTEs Refresh Drill

Outcome: rewrite 3 nested queries with CTEs correctly. Curated video (9:41, verified 2026-09-24 via yt-dlp): Lec-70: WITH Clause in SQL | SQL CTE (Common Table Expression) | DBMS (Gate Smashers) Watch: https://www.youtube.com/watch?v=0vpzgsIS5Lg Notes: WITH-clause syntax; rewriting nested subqueries as named CTEs; chaining CTEs; readability recap. Pair with a joins refresher: INNER/LEFT/RIGHT semantics before attempting the 3-query rewrite drill. Key moments: No chapter markers on source; key beats: WITH syntax intro, nested-to-CTE rewrite demo, readability recap.

10 minVideo
Start

Window Functions Drill (rank/lead/lag, frames)

Solve gaps-islands + running-total drills.

3 minArticle
Start

Quiz: SQL Skip-Gate

10 scenario MCQs (joins/window/CTEs). Pass >= 80. Exit-battery bank A.

7 minAssignment
Start

Ecommerce SQL Query Set

Submit 5 correct queries on messy orders data. Dataset + guardrails + 100-pt rubric inside.

71 minSubmission
Start
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