Design and Analysis Of Algorithms Course
This course equips learners with essential skills in algorithm design and analysis, focusing on efficient data structures, complexity evaluation, sorting techniques, mining algorithms, and production deployment practices.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Design and Analysis of Algorithms Course provides practical tools to construct faster, more reliable systems. Learn efficient exact-match search using hash tables and tries, master complexity analysis, and design high-performance sorting for large data flows. Explore frequent-itemset and co-occurrence algorithms, then connect it all with profiling, testing, deployment, and clear, implementation-ready pseudocode.
Elevify advantages
Develop skills
- Exact-match indexing: build fast hash and trie lookups for 20k+ records.
- Backend complexity: analyze Big O, amortized costs, and real-world tradeoffs.
- High-speed sorting: pick and tune optimal sorts for large engineering datasets.
- Co-occurrence mining: implement scalable top-k and frequent-itemset algorithms.
- Production-ready code: profile, test, and deploy algorithmic services safely.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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