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Data Structures & Algorithms

Algorithm Design

Mastering advanced judgment in algorithm design under uncertainty, ambiguity, and real-world constraints.
Goal:
Learn how to create efficient algorithms.
3Lessons
6Micro-lessons
AdvancedDifficulty
Lesson 1

Ambiguity in Optimization

How unclear goals and shifting constraints distort algorithmic choices.
Start2 Micro-lessons

Micro lesson 1
When Optimization Misleads
Micro lesson 2
Ambiguous Requirements
Lesson 2

Scaling and Degradation

Recognizing when scaling strategies cause hidden failures.
Start2 Micro-lessons

Micro lesson 1
Scaling Under Pressure
Micro lesson 2
Detecting Degradation Early
Lesson 3

Trade-offs and Long-term Costs

Judging trade-offs and anticipating delayed consequences in algorithm design.
Start2 Micro-lessons

Micro lesson 1
Trade-offs That Backfire
Micro lesson 2
Restraint in Algorithm Changes