Python Algorithms Course
Gain expertise in Python algorithms through building rapid search, similarity, and indexing systems. Understand Big-O notation, key data structures, code profiling, and practical optimisations to manage tens of thousands of users and develop scalable, production-ready solutions for real-world applications.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course equips you with skills to create efficient similarity searches, tag queries, and prefix lookups using pure Python. Master Big-O analysis, inverted indexes, tries, hash indexing, and performance testing with real data. Discover clean coding practices, memory-efficient models, and scalable optimisations in a focused, high-quality programme.
Elevify advantages
Develop skills
- Design efficient Python indexes using dicts, sets, and tries for fast searches.
- Implement optimised similarity searches with tag matching and Big-O analysis.
- Generate large-scale test data with over 50,000 realistic users for benchmarking.
- Profile and optimise code using cProfile and timeit to eliminate performance issues.
- Develop clean Python APIs for user addition, searches, and similarity functions.
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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