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Developer practice and architecture · 30 lessons · up to 10 minutes each

Data Structures

A planned data-structures path through core containers and their operating costs.

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Data Structures

Permanent access to the lessons published in this track when you buy. Future lessons are not included. 0 of 30 lessons are published; 0 are in owner review and 30 are Coming Soon.

$29.0030 lessons still in progress

Beginner

Lessons 1–10

  1. 01

    Data Structures: Sketch array and list trade-offs

    Topic: array and list trade-offs

    Draw a small map of array and list trade-offs in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner4 minComing Soon
  2. 02

    Data Structures: Name the parts of stack and queue operations

    Topic: stack and queue operations

    Label the main pieces in stack and queue operations in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner5 minComing Soon
  3. 03

    Data Structures: Trace an example of hash table behavior

    Topic: hash table behavior

    Follow one input through hash table behavior in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner6 minComing Soon
  4. 04

    Data Structures: Compare choices for linked structure costs

    Topic: linked structure costs

    Write down one practical difference between linked structure costs in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner7 minComing Soon
  5. 05

    Data Structures: Find the boundary in tree shape and traversal

    Topic: tree shape and traversal

    Mark where tree shape and traversal in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner8 minComing Soon
  6. 06

    Data Structures: Inspect an example of heap priority operations

    Topic: heap priority operations

    Annotate a minimal example of heap priority operations in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner9 minComing Soon
  7. 07

    Data Structures: Connect graph adjacency choices to a neighboring concept

    Topic: graph adjacency choices

    Show how graph adjacency choices in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner10 minComing Soon
  8. 08

    Data Structures: Spot a failure mode in set membership behavior

    Topic: set membership behavior

    Describe one likely failure for set membership behavior in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner3 minComing Soon
  9. 09

    Data Structures: Read an official example of immutable structure benefits

    Topic: immutable structure benefits

    Summarize an official example of immutable structure benefits in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner5 minComing Soon
  10. 10

    Data Structures: Choose a use case for complexity and invariant checks

    Topic: complexity and invariant checks

    Match one small use case to complexity and invariant checks in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Beginner6 minComing Soon

Intermediate

Lessons 11–20

  1. 11

    Data Structures: Build an example with array and list trade-offs

    Topic: array and list trade-offs

    Create a small working example that uses array and list trade-offs in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate4 minComing Soon
  2. 12

    Data Structures: Compose stack and queue operations with another component

    Topic: stack and queue operations

    Combine stack and queue operations in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate5 minComing Soon
  3. 13

    Data Structures: Configure hash table behavior for a small case

    Topic: hash table behavior

    Set up hash table behavior in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate6 minComing Soon
  4. 14

    Data Structures: Validate inputs around linked structure costs

    Topic: linked structure costs

    Add a check around linked structure costs in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate7 minComing Soon
  5. 15

    Data Structures: Use tree shape and traversal in a short workflow

    Topic: tree shape and traversal

    Add tree shape and traversal in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate8 minComing Soon
  6. 16

    Data Structures: Refactor heap priority operations into a reusable unit

    Topic: heap priority operations

    Extract heap priority operations in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate9 minComing Soon
  7. 17

    Data Structures: Exercise graph adjacency choices with sample data

    Topic: graph adjacency choices

    Run sample data through graph adjacency choices in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate10 minComing Soon
  8. 18

    Data Structures: Observe set membership behavior outputs

    Topic: set membership behavior

    Capture the result of set membership behavior in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate3 minComing Soon
  9. 19

    Data Structures: Recover from a immutable structure benefits failure

    Topic: immutable structure benefits

    Handle one expected failure from immutable structure benefits in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate5 minComing Soon
  10. 20

    Data Structures: Document complexity and invariant checks behavior

    Topic: complexity and invariant checks

    Write a short usage note for complexity and invariant checks in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Intermediate6 minComing Soon

Advanced

Lessons 21–30

  1. 21

    Data Structures: Test a boundary around array and list trade-offs

    Topic: array and list trade-offs

    Add an edge-case test for array and list trade-offs in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced4 minComing Soon
  2. 22

    Data Structures: Harden stack and queue operations

    Topic: stack and queue operations

    Add the relevant access, safety, or validation control to stack and queue operations in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced5 minComing Soon
  3. 23

    Data Structures: Measure hash table behavior

    Topic: hash table behavior

    Record a small baseline for hash table behavior in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced6 minComing Soon
  4. 24

    Data Structures: Reduce cost in linked structure costs

    Topic: linked structure costs

    Change one measurable cost in linked structure costs in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced7 minComing Soon
  5. 25

    Data Structures: Diagnose a tree shape and traversal failure

    Topic: tree shape and traversal

    Use an observable signal to explain a failure in tree shape and traversal in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced8 minComing Soon
  6. 26

    Data Structures: Make heap priority operations repeatable

    Topic: heap priority operations

    Show that rerunning heap priority operations in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced9 minComing Soon
  7. 27

    Data Structures: Review trade-offs in graph adjacency choices

    Topic: graph adjacency choices

    Compare two documented approaches to graph adjacency choices in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced10 minComing Soon
  8. 28

    Data Structures: Improve set membership behavior maintainability

    Topic: set membership behavior

    Refine set membership behavior in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced3 minComing Soon
  9. 29

    Data Structures: Verify immutable structure benefits end to end

    Topic: immutable structure benefits

    Check that a complete small flow using immutable structure benefits in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced5 minComing Soon
  10. 30

    Data Structures: Audit complexity and invariant checks against its source docs

    Topic: complexity and invariant checks

    Check the implementation of complexity and invariant checks in the context of data structure operations, invariants, and complexity trade-offs; save a short example or check that demonstrates the result.

    Advanced6 minComing Soon

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