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Python Algorithms Course

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

What will I learn?

This course teaches designing efficient similarity search, tag-based queries, and prefix lookups using pure Python. Master Big-O analysis, inverted indexes, tries, hash-based indexing, and performance benchmarking with real data. Learn clean coding patterns, memory-efficient models, and scalable optimisations in a focused format.

Elevify advantages

Develop skills

  • Design efficient Python indexes using dicts, sets, and tries for fast searches.
  • Implement optimised similarity search with tag matching and Big-O analysis.
  • Generate large-scale test data with 50k+ realistic users for benchmarking.
  • Profile and optimise code using cProfile and timeit to eliminate bottlenecks.
  • Develop clean Python APIs for user addition, search, and similarity functions.

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

Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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