Specialist Certificate in Machine Learning (Classroom, Synchronous & Asynchronous)
Training Provider: SINGAPORE INSTITUTE OF TECHNOLOGY
Course Reference: TGS-2023035947
S$2,716
Original: S$9,054
Save S$6,338
About This Course
By the end of the course, the participants will have a solid understanding of the fundamental principles of Machine Learning (ML) and be able to utilize various supervised / unsupervised techniques in machine learning to attain positive business outcomes.
Specifically, they will be able to
+ design a Machine Learning (ML) data pipeline
+ clean / prepare data for the pipeline.
+ utilize unsupervised learning techniques.
+ understand and develop recommender systems.
+ translate technical findings to positive commercial outcomes.
What You'll Learn
This micro-credential aims to equip the professional with skills in classical machine learning techniques with python (sklearn).
The specific techniques will be:
+ supervised learning techniques such as decision trees, linear models.
+ unsupervised learning techniques such as PCA (Principal Component Analysis) and clustering.
+ recommender systems.
The specific techniques will be:
+ supervised learning techniques such as decision trees, linear models.
+ unsupervised learning techniques such as PCA (Principal Component Analysis) and clustering.
+ recommender systems.
Entry Requirements
Some basic knowledge of statistics, linear algebra, probability, and calculus will be ideal.
Course Details
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