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Master Hash Maps & Sets with Adaptive AI.

Master Hash Maps & Sets across 16 patterns - Frequency & Counting, Set Membership & Lookup, Prefix Sum + Hash Map, Design & Advanced Hash - guided by Leyaa's adaptive intelligence.

4Parts
16Patterns
5hEst. duration
Hash Maps & Sets
Hash Maps & Sets Course
4 parts
Mixed
Frequency & Counting
5 patterns
Mixed
Mixed
Set Membership & Lookup
4 patterns
Mixed
Mixed
Prefix Sum + Hash Map
4 patterns
Mixed
Mixed
Design & Advanced Hash
3 patterns
Mixed
Begin Part 1: Frequency & Counting

Hash Maps & Sets in 4 Parts

Work through the parts in order - each one builds on the last.

Mixed
Mixed
Part 1: Frequency & Counting
Covers First Unique Character in a String, Group Anagrams, Top K Frequent Elements and 2 more patterns.
5Patterns
View patterns
Mixed
Mixed
Part 2: Set Membership & Lookup
Covers Contains Duplicate, Happy Number, Intersection of Two Arrays II and 1 more pattern.
4Patterns
View patterns
Mixed
Mixed
Part 3: Prefix Sum + Hash Map
Covers Contiguous Array (Equal 0s and 1s), Continuous Subarray Sum and 2 more patterns.
4Patterns
View patterns
Mixed
Mixed
Part 4: Design & Advanced Hash
Covers Insert Delete GetRandom O(1), Isomorphic Strings, Time Based Key-Value Store.
3Patterns
View patterns

Everything You'll Learn

Explore every pattern in the course.

Why Leyaa

Not just a course. A learning intelligence.

Leyaa doesn't just deliver content - it understands where you are, what you need, and how to get you there fastest.

Adaptive Diagnostics
Adaptive Diagnostics
Leyaa identifies which of the 16 patterns you've mastered and which need work - before you waste time on what you already know.
Pattern-Level Precision
Pattern-Level Precision
Every pattern gets a verdict - Learn, Practice, or Skip - so your study time goes exactly where it counts.
Intelligent Pacing
Intelligent Pacing
Leyaa reads your velocity across the whole course and adapts your focus list dynamically, keeping you in the optimal learning zone.
Before & After Visibility
Before & After Visibility
Every assessment creates a snapshot. Retake anytime to see exactly how much you've grown - pattern by pattern.
Learner Autonomy
Learner Autonomy
Leyaa recommends, never restricts. Override any suggestion and explore at your own pace - the system tracks everything regardless.
Clear Learning Path
Clear Learning Path
Frequency & Counting → Set Membership & Lookup → Prefix Sum + Hash Map → Design & Advanced Hash - a structured journey where each part sets you up perfectly for the next.
Hash Maps & Sets

Ready to master Hash Maps & Sets?
Start your journey today

Start your diagnostic now. Build mastery across all 16 patterns in under 15 minutes.

16 Patterns
Personalized roadmap
Leyaa Swift Bird