4.3 Read 16 reviews
Overview
Comprising 40% theory and 60% hands-on with real-world datasets and problems, this Big Data Bootcamp at Singapore Management University also includes a final project where participants get to work in a team on a more advanced topic of their choosing.
Learning objectives
- Be guided through a well-organised curriculum, covering from the fundamentals of AWS, to Hadoop, and large-scale distributed data processing with Apache Spark
- Learn how to explore and analyse big data
- Train models at scale using Spark ML
- Learn how to deploy models in production using SageMaker
Programme Structure
Topics include:
- AWS & Cloud Computing
- Big Data
- Apache Spark
- Spark Machine Learning
- Building Big Data Pipelines (Project)
Key information
Duration
- Full-time
- 5 days
Start dates & application deadlines
We did our best, but couldn't find the next application deadline and start date information online.
More details
- to be advised
Language
English
Delivered
On Campus
Disciplines
Data Science & Big Data Web Technologies & Cloud Computing Machine Learning View 16 other Short Courses in Web Technologies & Cloud Computing in SingaporeAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
Get your student insurance nowStarting from €0.53/day, free cancellation any time.
Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at Singapore Management University and/or in Singapore, please visit Student Insurance Portal.
Other requirements
General requirements
Who should attend:
- Professionals who are keen to learn big data and AWS skills
The big data bootcamp is designed for professionals who has some coding background and who want to learn big data technologies.
All participants must have:
- Familiarity with Python Programming and SQL
- Familiarity with Linux command line will be very helpful
- Prior knowledge of machine learning concepts and experience is nice to have
Tuition Fee
To always see correct tuition fees
-
International
5450 SGD/fullTuition FeeBased on the tuition of 5450 SGD for the full programme during 5 days. -
National
1635 SGD/fullTuition FeeBased on the tuition of 1635 SGD for the full programme during 5 days.
- Singapore Citizen ≥ 40 years old: $635
Living costs for Singapore
1878 - 3880 SGD /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
Improve page content