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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
We did our best, but couldn't find the next application deadline and start date information online.
Language
English
Delivered
On Campus
Campus Location
- Singapore, Singapore
Disciplines
Machine Learning View 4 other Short Courses in Machine Learning 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 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.
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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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.
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-residents2180 SGD / full≈ 2180 SGD / full -
Domestic Applies to you
Applies to youCitizens or residents654 SGD / full≈ 654 SGD / full
Additional Details
- Singapore Citizen ≥ 40 years old: $254
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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