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PATH 03

Career & Practice

Practice scenario questions, case studies, project thinking, and interview-ready explanations.

Applied practice5 modules15 lessons published
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ROADMAP

Move through the path, one module at a time.

01

Interview Foundations

Structure unfamiliar interview problems and communicate reasoning clearly.

3 published
  1. 01Clarify Before You SolveBeginner - 10 min readRead →
  2. 02Think Aloud Without RamblingBeginner - 10 min readRead →
  3. 03Answering When You Are UncertainIntermediate - 10 min readRead →
02

Technical Interview Strategy

Apply existing technical knowledge in practical interview situations.

3 published
  1. 01Approaching Python and SQL Interview QuestionsBeginner - 11 min readRead →
  2. 02Explaining Statistics and ML DecisionsIntermediate - 11 min readRead →
  3. 03How to Answer Metric Questions in InterviewsIntermediate - 7 min readRead →
03

Cases & Take-Homes

Structure ambiguous analytics cases and take-home assignments.

3 published
  1. 01Structuring an Analytics Case StudyIntermediate - 12 min readRead →
  2. 02Managing a Data Take-Home AssignmentIntermediate - 12 min readRead →
  3. 03Making Recommendations From Imperfect EvidenceIntermediate - 12 min readRead →
04

Project Storytelling

Present and defend real project decisions in professional conversations.

3 published
  1. 01Tell Me About a ProjectBeginner - 12 min readRead →
  2. 02Defending Model Choices and Trade-OffsIntermediate - 12 min readRead →
  3. 03Turning Failures Into Strong Project StoriesIntermediate - 12 min readRead →
05

Job Materials & Communication

Turn project work into concise portfolio and job-search evidence.

3 published
  1. 01Writing Resume Bullets From Data WorkBeginner - 12 min readRead →
  2. 02Building a Portfolio README That Recruiters Can ScanBeginner - 12 min readRead →
  3. 03Behavioral Stories for Data RolesIntermediate - 12 min readRead →