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Python Algorithms Course

Python Algorithms Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

The Python Algorithms Course teaches you to design efficient similarity search, tag-based queries, and prefix lookups using pure Python. You will master Big-O analysis, inverted indexes, tries, hash-based indexing, and performance benchmarking with realistic data. Learn clean implementation patterns, memory-aware data models, and practical optimizations that scale, all in a compact, focused, high-quality format.

Elevify advantages

Develop skills

  • Design Python indexes: build fast dict, set, and trie search structures.
  • Implement similarity search: optimize tag-based matching with Big-O insight.
  • Generate test data: create 50k+ realistic users and benchmark query speed.
  • Profile and tune code: use cProfile and timeit to remove Python bottlenecks.
  • Build clean APIs: design add_user, search, and similarity endpoints in Python.

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

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 Carlo
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 Ferres
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana Alvarenga
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 Carlo
Giulio CarloAluno de Engenharia de Prompt

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