Big Data Algorithms for Engineering Course
This course teaches big data algorithms for real-time analytics in engineering. Students master streaming architectures, scalable metrics like HyperLogLog and Top-K, event schema design for video platforms, and strategies to optimize cost, reliability, and performance. Hands-on practice with pseudocode builds skills for large-scale systems delivering accurate insights.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain expertise in big data algorithms and streaming systems. Design event schemas, create scalable ingestion pipelines, select processing engines for low-latency analytics, and apply techniques like Top-K, HyperLogLog, sessionization, and error metrics. Optimize for cost, reliability, and performance using practical pseudocode 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.
- Optimize big data costs through storage, compute, and partitioning tuning.
- Strengthen pipelines with fault tolerance, testing, and monitoring.
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
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course