Advanced Diploma in Machine Learning

Post-Diploma / 1.5 years

Course Information
Learning Outcomes
Course Schedule
Lesson Plan
Certification
Entry Requirements
Course Fees

Course Information

Machine Learning has become the buzzword today, and is considered as the brain behind businesses that leverage on its immense capabilities of making informed decisions without the need for human intervention. With industries seeking to apply this branch of Artificial Intelligence into their systems, there is no better time than now to learn Machine Learning.

Learning Outcomes

Develop your own Machine Learning and Deep Learning models to build value-driven business solutions. This programme helps you to acquire the fundamental competencies to effectively perform data analysis on business data. You will also have the opportunity to further broaden your knowledge and skills in machine learning through hands-on implementation of machine learning and deep learning models.

Course 
Schedule

Monday, 6:30 pm to 9:30 pm
Thursday, 6:30 pm to 9:30 pm

Term: April 2020
Every Monday and Thursday during term time. 6.30pm to 9.30pm
Application: Application closes 31 Jan 2020

Lesson Plan

Post-Diploma Certificate in Machine Learning and Deep Learning
Module
Machine Learning
This module introduces the fundamentals of Machine Learning and its applications. You will be provided the essential context and background knowledge of Machine Learning. You will gain exposure to both supervised and unsupervised learning models such as Linear & Logistic Regression, Decision Tree, K-means Clustering and more. Using leading software and associated libraries, you will be able to implement and train Machine Learning models to address business challenges.
Module
Deep Learning
This module introduces the fundamentals of Deep Learning (DL) and its applications. You will be provided the essential context and background knowledge of Deep Learning, a subset of Machine Learning. You will explore Deep Learning models such as Neural Networks, Convolutional Neural Networks and Recurrent Neural Networks. There will be ample opportunities for you to experience the practical applications of these models in areas such as computer vision and natural-language processing. Adopting an experiential approach, you will implement and train the Deep Learning models using leading software and associated libraries.

Certification

1 Advanced Diploma in Machine Learning
1 Certificate
2 Modules

Entry Requirements

Applicants with any of the following qualifications are invited to apply for the course:

Entry to the advanced diploma programme in Machine Learning is via our Specialist Diploma in Data Analytics programme.

Course Fees

Applicants / Eligibility Fees
Singapore Citizens (SC) below the age of 40 years$457.43
Singapore Citizens (SC) aged 40 and above$304.96
Singapore Permanent Residents (PR)$1219.80
Enhanced Training Support for SME Scheme (for SC & SPR)$314.93
Others (and Repeat Students)$3049.50