Algorithm Design Course
This course equips you with advanced algorithm design skills for real-time systems. Dive into data structures, streaming algorithms, graph processing, and scaling techniques to build powerful feeds, trending content, and collaboration tools essential for today's tech products. You'll learn to handle high-throughput scenarios with efficiency and reliability, preparing you for production environments.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain expertise in designing algorithms for real-time systems through practical, hands-on sessions. Implement cutting-edge solutions for document tracking, efficient feeds, and collaboration graphs using heaps, hash maps, sketches, and graphs. Master reasoning on complexity, sliding windows, streaming data, sharding, caching, and trade-offs to create fast, reliable, scalable data features.
Elevify advantages
Develop skills
- Design real-time trending algorithms for fast top-T results over sliding windows.
- Implement streaming data structures like heaps, sketches, and ring buffers at scale.
- Build, update, and query large-scale collaboration graphs effectively.
- Create scalable, high-throughput feeds with low latency.
- Master production trade-offs balancing memory, speed, and accuracy for SLAs.
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
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change 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 way videos are presented and transcribed, which speeds up the process!

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

André FelipePrompt Engineering Student
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