Algorithm Design Course
This course teaches practical algorithm design for real-time systems, covering trending algorithms, streaming data structures, graph algorithms, scalable feeds, and production trade-offs using heaps, hash maps, sketches, and graphs.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
Master practical algorithm design for real-time systems with focused, hands-on lessons. You will implement top-trending document tracking, efficient feeds, and collaboration graphs using heaps, hash maps, sketches, and graph structures. Learn to reason about complexity, sliding windows, streaming data, sharding, caching, and trade-offs so you can build fast, reliable, and scalable data-intensive features.
Elevify advantages
Develop skills
- Real-time trending algorithms: design fast top-T over sliding time windows.
- Streaming data structures: apply heaps, sketches, and ring buffers at scale.
- Graph algorithms in practice: build, update, and query large collaboration graphs.
- Scalable feed design: implement high-throughput, low-latency event feeds.
- Production-ready trade-offs: balance memory, latency, and accuracy to meet SLAs.
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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