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
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