Design and Analysis Of Algorithms Course
4.3/5
This course equips learners with essential skills in algorithm design, analysis, and implementation for building efficient systems, covering data structures, complexity, sorting, mining, and production practices.

4.3 in rating
4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Design and Analysis of Algorithms Course provides you with practical tools to build faster, more reliable systems. Learn efficient exact-match search with 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 the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students are saying
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to switch platforms... I thank you for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the presentation style and video transcription, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos really help with learning.

André FelipePrompt Engineering Student
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