
Chan Mun Kitt (Dr)
Applied Machine Learning (Synchronous e-learning)
Senior Director, Advanced Computing for Executives (ACE)

15 & 16 December 2021

has successfully completed the programme
Zoe Apalisok Villanueva
This is to certify that
National University of Singapore
Zoe Apalisok Villanueva
This course will introduce participants to machine learning, focusing more on the practical and applied aspects rather than theory. The course will discuss machine learning concepts, and briefly introduce Python, PyCharm environment, Scikit-learn, Numpy, Anaconda, and Keras toolkits.
Regression as a basic machine learning method will be discussed and practised. Different models and examples of regression will be reviewed. Support Vector Machines (SVM) along with their applications in function estimation and classification will also be introduced. We will also discuss artificial neural networks and introduce deep learning.
Issued on
December 16, 2021
Expires on
Does not expire