Computer Scientist Course
Dive into advanced graph algorithms for distance queries and k-closest searches on massive networks. Explore exact BFS baselines, approximate methods like embeddings, sketches, and PageRank, while balancing complexity, scalability, and performance. Gain skills to design experiments, optimise systems, and apply solutions in real-world tech environments, preparing you for high-impact computer science challenges.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course provides a thorough, practical guide to mastering graph distance queries and k-closest searches on large networks. Learners will cover problem definitions, exact BFS methods, approximate techniques using embeddings, sketches, and PageRank, along with complexity analysis, scalability issues, and experimental design. By the end, participants will confidently select, implement, and assess efficient solutions.
Elevify advantages
Develop skills
- Design graph distance metrics: model, compare, and choose for k-closest queries.
- Implement exact BFS searches: build scalable k-closest algorithms efficiently.
- Create approximate indexes: develop sketches, embeddings, and APPR for quick searches.
- Conduct large-graph experiments: plan, execute, and analyse performance tests.
- Optimise graph systems: adjust memory, parallelism, and layouts for big data.
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
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...

Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.

Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!

Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.

Giulio CarloAluno de Engenharia de Prompt
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