Demands for ride-sharing services in urban areas are sometimes remarkably high at a particular time of day. The high requests would result in longer waiting times, and more cancellations might occur. Cancellations in ride-sharing services are problematic; it means a bad user experience, and the company would lose revenue potential.
Application owners can anticipate this by using their users’ location data to create clusters to identify when and where the demand was usually high. A strategy can then be devised to position available drivers in a specific location at a particular time of day to reduce cancellations and increase customer trust and satisfaction.
This 3-day online workshop is a beginner-friendly introduction to customer demand analysis using DBSCAN. In this session, we will analyze demands from ride-sharing application data using an underrated clustering algorithm. Throughout the online course, we will provide you with hands-on examples and a rich interactive experience. One Instructor and two Teaching Assistants will help participants troubleshoot or help with any difficulties encountered.
NOTE: This workshop will be delivered in Bahasa Indonesia.
Upon completion of this workshop, you will be able to:
Join this workshop and get a chance to win total prizes worth IDR 25.000.000. Terms & conditions: algorit.ma/learn-earn.
R PROGRAMMING BASICS
SPATIAL CLUSTERING CONCEPT
CASE STUDY
R LIBRARIES
Our learning format is online-interactive, you will feel the interactive experience as if you were present in a physical classroom. You can access the class using your Zoom account on pre-defined dates.
Workshops in this series are tailored to casual programmers and non-programmers that are taking their first steps into data science. It assumes no prior knowledge or academic background. The workshop has a gentle learning slope that is designed with non-technical professionals and academics in mind.
If I don’t have any IT or programming skills, can I still attend this workshop?
Yes, you can still attend the workshop as it is a beginner-friendly workshop.
How to join the interactive-online learning class after I’ve done the payment & registration?
Our system will send you an email containing a link and details to join a Google Classroom.
What platform will be utilized for this online-interactive learning workshop?
Online learning will be conducted via Zoom.us, Link to join the Zoom Class will be announced via Google Classroom.
How will the participants receive the learning materials?
Learning materials can be obtain via Google Classroom
Would I receive a certificate after participating in the Workshop?
Yes, you will receive a certificate of completion.
Having a wide variety of industrial experiences, David Tahi Ulubalang has picked up many angles in dealing with data-related cases. He majored in Computer Science from IPB and has more than 1.000 hours of teaching experience.
David is one of 5 holders of RStudio Trainer Certification in Indonesia. He has conducted numerous consultative training for BCA, Ministry of BUMN, PT Indo Kordsa, PT Indo Tambangraya Megah, to name a few.
PT. Algoritma Data Indonesia.
RDTX Square, 9th Floor. Setiabudi, DKI Jakarta 12930.
Office: 0816-692-471
Email: community@algorit.ma
Online DSS: Building Algorithmic Trading Dashboard