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Section 03 · A. Build the foundation

DSA for AI Engineer Interviews

The interview bar for AI roles: complexity language, the hash-map reflex, two pointers, sliding window and binary search.

24topics138interview Q&A102practice problems24videos

Topics in this section

Each topic pairs a video with the theory, interview questions & answers, and practice problems whose solutions unlock as you complete them.

03.1
Big-O, Arrays, Strings & Hash Maps
Video7 Q&A6 practice22 min
03.2
Two Pointers, Sliding Window & Binary Search
Video8 Q&A6 practice22 min
03.3
Linked Lists, Stacks & Queues
Video6 Q&A4 practice24 min
03.4
Trees & Graphs (BFS / DFS)
Video6 Q&A4 practice26 min
03.5
Recursion, Backtracking & Dynamic Programming
Video6 Q&A4 practice26 min
03.6
Heaps, Tries, Union-Find, Greedy & Bits
Video6 Q&A4 practice26 min
03.7
Intervals, Matrices & Simulation
Video6 Q&A4 practice24 min
03.8
Advanced Graphs (Dijkstra, Topo Sort, MST)
Video6 Q&A4 practice26 min
03.9
Advanced Dynamic Programming patterns
Video6 Q&A4 practice26 min
03.10
Maths & Bit Manipulation for coding
Video6 Q&A4 practice24 min
03.11
Data-structure design problems
Video6 Q&A4 practice24 min
03.12
Live-coding strategy & complexity drills
Video6 Q&A4 practice22 min
03.13
Advanced Trees & Range Queries
Video5 Q&A4 practice26 min
03.14
String Algorithms
Video5 Q&A4 practice26 min
03.15
Divide & Conquer & Sorting
Video5 Q&A4 practice24 min
03.16
Greedy Algorithms in depth
Video5 Q&A4 practice24 min
03.17
Graph Algorithms II (connectivity)
Video5 Q&A4 practice26 min
03.18
Network Flow & Matching
Video5 Q&A4 practice26 min
03.19
DP Optimization techniques
Video5 Q&A4 practice26 min
03.20
Computational Geometry
Video5 Q&A4 practice24 min
03.21
Randomized & Probabilistic Algorithms
Video5 Q&A4 practice24 min
03.22
Streaming & Probabilistic Data Structures
Video5 Q&A4 practice24 min
03.23
Concurrency & Thread-safe Structures
Video5 Q&A4 practice24 min
03.24
DSA for ML/AI Systems
Video8 Q&A6 practice26 min