Big Data Algorithms for Engineering Course
Gain expertise in big data algorithms for real-time analytics. Explore streaming architectures, scalable metrics like HyperLogLog and Top-K, event schema design for video platforms, and strategies to optimise costs, boost reliability, and enhance performance in large-scale systems for precise insights.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Master essential big data algorithms and streaming setups in this practical course. Design event schemas, create scalable data ingestion pipelines, select optimal processing engines for quick analytics, and work with Top-K, HyperLogLog, sessionization, and error metrics. Optimise for cost, reliability, and speed using real-world examples and patterns.
Elevify advantages
Develop skills
- Design streaming data pipelines for low-latency, reliable workflows.
- Implement scalable metrics using HLL, Top-K, and session windows.
- Model video events with analytics-focused schemas and quality controls.
- Optimise big data costs through storage, compute, and partitioning tuning.
- Strengthen pipelines with fault tolerance, testing, monitoring, and alerts.
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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