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Overview
An increasing number of organisations would be looking to acquire machine learning talent to help them develop intelligent applications that harness the power of AI to help them gain a competitive edge. This Professional Certificate in Machine Learning (Python) is offered at Singapore Management University.
Learning objectives
- Build hands-on proficiency in Python programming
- Learn to wrangle data with Python
- Apply common statistical data analysis techniques and modelling using Python
- Apply data visualisation techniques using Python
- Develop machine learning models encompassing supervised and unsupervised learning using Python
- Apply them to real world problems in a capstone project
Programme Structure
Modules include:
- Python Programming
- Statistical Thinking and Exploratory Data Analysis
- Basic Concepts in Data Modelling
- Advanced Concepts in Data Modelling
- Practical Concepts in Supervised Machine Learning
- Practical Concepts in Unsupervised Machine Learning
Key information
Duration
- Part-time
- 18 days
Start dates & application deadlines
You can apply for and start this programme anytime.
More details
each module has its own intakes
Language
English
Delivered
Online
Disciplines
Software Engineering Machine Learning View 5 other Short Courses in Software Engineering 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.
Other requirements
General requirements
Who should attend:
- Data science professionals
- Professionals interested in data science programming, machine learning and artificial intelligence
- Managers looking into costs and performance hurdles in predictive modelling
Prerequisites:
- Diploma with at least 3 years of working experience and/ or start-up experience
- Basic programming knowledge is recommended to enrol for this programme
Tuition Fee
To always see correct tuition fees
-
International
10368 SGD/fullTuition FeeBased on the tuition of 10368 SGD for the full programme during 18 days. -
National
3110 SGD/fullTuition FeeBased on the tuition of 3110 SGD for the full programme during 18 days.
Singapore Citizen ≥ 40 years old: $1,190.40
Funding
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