Free practice library
Interview practice
Solve complete questions with progressive hints, worked solutions and Python implementations. Each question explains its assumptions and source match. Original interpretations are labelled explicitly.
752
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174
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926
Catalogue titles
Public standard problems and original exercises; hidden Trading Interview questions have not been verified.
174 titles have been investigated but remain unresolved. Their missing details are recorded without adding substitute exercises. Every playable question has a guided animated answer; selected questions also have custom diagrams.
Practise Learnr’s own questions →Follow a role-specific curriculum →752 matching entries · page 1 of 16
Programming · Hard
Dijkstra's Algorithm #2
Original interpretation · Match confidence: medium
About this question’s source match
Title-specific Learnr interpretation: The numbered sequel is deliberately practiced as an all-distances variant. Numbering alone does not verify what Trading Interview #2 adds. Private catalogue statement unavailable; the chosen contract is an original interpretation, not a verified original question.
Original Learnr interpretation; the private catalogue statement is unverified. Implement solve(graph,source) returning shortest directed distances from source to every vertex. graph[u] contains [v,weight] pairs. Return None for unreachable vertices and zero for source.
Assumptions and constraints
- Vertices are labeled 0 through n-1.
- Weights are nonnegative integers, including zero.
- 1 <= n <= 100000; <= 500000 edges
Examples
graph=[[[1,3],[2,9]],[[2,2]],[],[]], source=0 → [ 0, 3, 5, null ]
Node 2 is reached more cheaply through node 1; node 3 is isolated.
Company evidence · unverified
No company-specific source has been matched to this exercise. Its references support the topic or solution method; they do not establish employer use.
References
Read the supporting material without leaving your question.
cp-algorithms.com
Dijkstra single-source shortest pathsStandard shortest-distance structure and nonnegative-edge requirement.
- Medium
1 to 7
Brain Teasers · Out of the Box
Researched · playable - Medium
100 Light Bulbs
Brain Teasers · Symmetry
Researched · playable - Hard
100-Sided Die
Probability and Statistics · Expected Value
Researched · playable - Medium
230 Heads
Probability and Statistics · General
Researched · playable - Medium
24/7 And Fragmented
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
3 Unique Marbles
Probability and Statistics · Combinatorial Analysis
Researched · playable - Easy
3-Factor and 5-Factor Models
Asset Pricing · Factor Models
Researched · playable - Medium
5 Descending Cards
Probability and Statistics · Expected Value
Researched · playable - Easy
51% Attack
Digital Assets - Crypto · Blockchain Technology Fundamentals
Researched · playable - Medium
90 Cents Please
Probability and Statistics · Combinatorial Analysis
Researched · playable - Easy
About the Firm
Behavioral Questions · General
Researched · playable - Easy
Aces for All
Probability and Statistics · Combinatorial Analysis
Researched · playable - Medium
Active, Passive and Beta ETFs
Derivatives Theory · ETF Theory
Researched · playable - Hard
AdaBoost by Hand
Machine Learning · Ensemble Methods
Researched · playable - Easy
Advantages ETFs
Derivatives Theory · ETF Theory
Researched · playable - Easy
Air Hockey Deadlock
Probability and Statistics · Combinatorial Analysis
Researched · playable - Easy
Airdrop
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
Airplane Food
Probability and Statistics · Combinatorial Analysis
Researched · playable - Easy
Airport Cafe
Probability and Statistics · Conditional Probability
Researched · playable - Easy
All Bulbs Lit
Probability and Statistics · Conditional Probability
Researched · playable - Easy
All Faces
Probability and Statistics · General
Researched · playable - Easy
All Pairs
Programming · Array and List Processing
Researched · playableJane Street · Topic guidanceCitadel · Topic guidanceCitadel Securities · Topic guidance - Medium
All Permutations
Programming · Array and List Processing
Researched · playable - Easy
All Vowels
Programming · String Manipulation
Researched · playable - Easy
All-Boys City
Probability and Statistics · General
Researched · playable - Easy
Altcoins
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
American vs. European Options
Derivatives Theory · Option Theory
Researched · playable - Medium
AMM Swap Math
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
Analog Clock Angle
Math Questions · General
Researched · playable - Easy
Animal Migrations
Probability and Statistics · Markov Chain Probability
Researched · playable - Easy
Ants on a Stick
Brain Teasers · Out of the Box
Researched · playable - Easy
Any Cake Left
Probability and Statistics · General
Researched · playable - Medium
Applying Singular Value Decomposition (SVD)
Linear Algebra · Use Case
Researched · playable - Medium
Arbitrage In Crypto
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Easy
Archery Rotation
Probability and Statistics · Conditional Probability
Researched · playable - Medium
Are We There Yet
Probability and Statistics · Game Theory
Researched · playable - Hard
Arithmetic Mean
Programming · Array and List Processing
Researched · playable - Easy
ATM at Maturity
Derivatives Theory · Greeks
Researched · playable - Medium
ATM to ITM Call
Derivatives Theory · Greeks
Researched · playable - Medium
ATM to OTM Put
Derivatives Theory · Greeks
Researched · playable - Medium
Atomic Swap
Digital Assets - Crypto · Digital Assets Knowledge
Researched · playable - Medium
Back to Starting Point
Brain Teasers · Logical
Researched · playable - Hard
Backpropagation by Hand
Machine Learning · Neural Networks
Researched · playable - Medium
Bagging: Why Averaging Reduces Variance
Machine Learning · Ensemble Methods
Researched · playable - Easy
Balanced Brackets
Programming · Other
Researched · playableIMC · Topic guidanceOptiver · Topic guidanceHudson River Trading · Topic guidance - Medium
Balancing the Grid
Energy Trading · Energy Sources
Researched · playable - Easy
Bankrupt
Probability and Statistics · Markov Chain Probability
Researched · playable - Medium
Basic (Quadratic) Utility
Asset Pricing · Market Dynamics
Researched · playable - Easy
Basis Point (BP)
Derivatives Theory · ETF Theory
Researched · playable - Medium
Batch, Stochastic and Mini-Batch Gradient Descent
Machine Learning · Optimization
Researched · playable
Catalogue metadata captured 2026-10-12. Metadata source.