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Computer Scientist Course

Computer Scientist Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

This course provides a thorough, practical approach to mastering graph distance queries and k-closest searches on large networks. Learners will cover formal problem definitions, exact BFS methods, approximate techniques using embeddings, sketches, and PageRank, along with complexity analysis, scalability considerations, and experimental design. Complete the course equipped to select, implement, and assess efficient solutions confidently.

Elevify advantages

Develop skills

  • Design graph distance metrics: model, compare, and choose suitable measures for k-closest queries.
  • Develop exact search algorithms: create scalable BFS-based methods for fast k-closest results.
  • Build approximate indexes: implement sketches, embeddings, and APPR techniques for quick searches.
  • Conduct large-scale experiments: plan, execute, and analyse performance tests on big graphs.
  • Optimise graph systems: adjust memory usage, parallelism, and data structures for massive datasets.

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.
Workload: between 4 and 360 hours

What our students say

Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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