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Overview
About the course
Data Science - an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines - is a growing career field that has not been as impacted by COVID-19 hiring freezes and layoffs as other industries.
However, it is a demanding area and one might assume that a data scientist needs to know Python and programming, in general, to be successful. While this might be true to a certain extent, in this Machine Learning - Without Mathematics and Programming course at Singapore Management University we discuss how Data Science is possible without programming, and how to start learning if you are not a programmer.
Programme Structure
What you will learn:
- Understand what machine learning is and how is it related to data science and artificial intelligence
- Know what the different branches of machine learning are, namely supervised and unsupervised learning and what kind of insights they can provide
- Appreciate how machine learning can assist decision making
- Understand the kind of business questions that can be answered by machine learning through the use of examples
- Gain an understanding of the common machine learning models and their model performance metrics
- Know the stages involved in a machine learning project
Key information
Duration
- Full-time
- 2 days
Start dates & application deadlines
- Starting
- Apply before
-
More details
- Online registration will close 5 calendar days before the course start date
Language
English
Delivered
On Campus
Disciplines
Data Science & Big Data Machine Learning View 27 other Short Courses in Data Science & Big Data 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 whose work involves data and will like to explore how machine learning can be applied in their organisations.
There are no prerequisites for this programme. Prior knowledge on any of the topics is not required.
Tuition Fee
To always see correct tuition fees
-
International
2180 SGD/fullTuition FeeBased on the tuition of 2180 SGD for the full programme during 2 days. -
National
654 SGD/fullTuition FeeBased on the tuition of 654 SGD for the full programme during 2 days.
- Singapore Citizen ≥ 40 years old: $254
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
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