Programming & Data Structures Associate Certification
Master the structures and algorithms behind efficient code
Key facts
- Level: Associate
- Field: Software Engineering & DevOps
- Estimated study time: about 28 hours
- Credential price: $79
- Exam: 72 questions · 100 minutes · pass mark 72%
About the Programming & Data Structures Associate certification
An associate-level certification that turns programming intuition into rigorous algorithmic judgement. You will learn to analyse running time and memory with Big-O notation (including amortised analysis); choose and reason about the core data structures — dynamic arrays, singly and doubly linked lists, stacks, queues and deques, hash tables, binary search trees and balanced variants (AVL, red-black), heaps, tries, and graphs; implement and compare the classic sorting algorithms (bubble, insertion, selection, merge, quick, heap) by complexity and stability; apply linear and binary search correctly; and wield the problem-solving patterns that show up everywhere — recursion and backtracking, divide and conquer, dynamic programming (memoisation and tabulation), greedy methods, two pointers, sliding window, bit manipulation, and string algorithms. The exam is heavy on code-reading and complexity analysis: you will trace pseudocode, Python, and JavaScript snippets and pick the right structure for the constraint. These are the fundamentals every strong engineer carries into interviews and production systems alike.
What you will learn
The official Programming & Data Structures Associate study course covers:
- Thinking in Big-O — Measure algorithms by how they scale: complexity classes, how to analyse code, and amortised cost.
- Linear Structures — Arrays and dynamic arrays, singly and doubly linked lists, and the stack/queue/deque family.
- Hash Tables, Trees, and Heaps — Hashing and collisions, binary search trees and balancing, heaps and tries.
- Graphs and Traversal — Representing graphs, BFS vs DFS, and ordering/shortest-path algorithms.
- Sorting and Searching — The simple and efficient sorts compared by complexity and stability; linear and binary search.
- Problem-Solving Patterns — Recursion and divide-and-conquer, dynamic programming, greedy, two pointers, sliding window, bit tricks, strings, and choosing the right structure.
Prerequisites
Frequently asked questions
- Is the Programming & Data Structures Associate certificate verifiable?
- Yes. Every issued Hootix Academy certificate carries a unique credential code that anyone can verify online.
- How is the Programming & Data Structures Associate exam structured?
- It is a 100-minute proctored multiple-choice exam of 72 questions; you need 72% to pass.
- Do I need to buy the course to take the exam?
- You can purchase the certification exam on its own, or bundle it with the full study course at a reduced price.
- How long does the Programming & Data Structures Associate course take?
- About 28 hours of self-paced study.