Applied mathematics course
This course applies mathematical modeling and optimization to enhance bike-sharing system efficiency, covering demand prediction, capacity analysis, fleet allocation, rebalancing strategies, and performance simulation using real-world data.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course equips you with practical mathematical tools to model demand for bike-sharing services, determine station capacities, and assess system performance through data-driven approaches. You will gain skills in cleaning and preparing open datasets, developing probabilistic models for demand, optimizing daily bike allocations, and evaluating basic rebalancing strategies to measure service quality and enhance the reliability of urban transport systems.
Elevify advantages
Develop skills
- Develop models for bike-sharing demand using Poisson and time-series methods efficiently.
- Analyze capacities and queues to calculate shortages, overflows, and service levels.
- Apply optimization techniques for fleet management, including linear and mixed-integer programming for daily allocations.
- Test scenarios and policies by assessing rebalancing strategies during peak demand periods.
- Conduct simulations and validations through discrete-event experiments to rigorously test models.
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.What our students say
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...

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 FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos really help with learning.

André FelipePrompt Engineering Student
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