STEM / applied
Applied data science · Graduate · Data science
Topics
Delivery
- Partnering with engineering on pipelines
- Metrics layers and semantic models (survey)
- Stakeholder memos and technical appendices
- Code review standards for analysis PRs
- Postmortems for bad launches
- Capstone-style applied case with defense
Systems awareness
- Warehouse/lakehouse query patterns
- Orchestration of scheduled jobs (Airflow survey)
- Privacy-preserving analytics patterns
- Multi-touch attribution caution (survey)
- LLM-assisted analysis risks and verification
- Portfolio-quality case write-ups
What each unit includes
Open a unit below for full materials. Typical resources:
- Study guide
- Exam Strategy
- Common Mistakes
- Worksheets
- Word problems
- Mixed Practice
- Multi-Unit Problems
- Review
- Practice test
- Answer key
Study units
Each unit includes a study guide, worksheets, review, practice test, and answer key. One unit is free; subscribe for the full class.
- Advanced workflow
Problem framing for ambiguous stakeholder goals
Coming soon - Experimentation and inference
Experimental design for online and offline studies
Coming soon - Modeling at scale
Feature platforms and training/serving skew
Coming soon - Delivery
Partnering with engineering on pipelines
Coming soon - Systems awareness
Warehouse/lakehouse query patterns
Coming soon
Pricing calculator
Choose materials, tutoring, or both — or book a single session as needed. Customize your plan on the subscribe page.
$1,162 · Applied data science · 18 tutoring hrs
Study guides, worksheets, reviews, practice tests, and answer keys for 1 class. 18 tutoring hours (1 hr / week · semester). Bundle discount applied vs buying separately. Pay in full via Zelle.