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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
Campus Location
- Singapore, Singapore
Disciplines
Data Science & Big Data View 16 other Short Courses in Data Science & Big Data in SingaporeWhat students do after studying
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Academic 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.
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
Student Insurance via Studyportals Partner
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items like Additional medical costs, Repatriation, Liability etc. Make sure your student insurance covers your needs.
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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.
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residents5450 SGD / full≈ 5450 SGD / full -
Domestic Applies to you
Applies to youCitizens or residents1635 SGD / full≈ 1635 SGD / full
Additional Details
- Singapore Citizen ≥ 40 years old: $635
Living costs
Singapore
Singapore
1878 - 3880 SGD / month
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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