Design and Analysis Of Algorithms Course
This course provides essential skills in designing and analyzing efficient algorithms for real-world applications, covering data structures, complexity analysis, sorting, mining techniques, and production deployment.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Design and Analysis of Algorithms Course equips you with practical tools to create faster, more reliable systems. You will learn efficient exact-match searching using hash tables and tries, master complexity analysis, and design high-performance sorting for large data streams. Explore algorithms for frequent itemsets and co-occurrence, then tie it all together with profiling, testing, deployment, and clear pseudocode ready for implementation.
Elevify advantages
Develop skills
- Exact-match indexing: build fast hash and trie lookups for over 20,000 records.
- Backend complexity: analyse Big O, amortised costs, and real-world trade-offs.
- High-speed sorting: select 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 the 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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