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End-to-End Machine Learning (SCTP)

Name: End-to-End Machine Learning (SCTP)
Price: 285.00 SGD

Training Provider: NATIONAL UNIVERSITY OF SINGAPORE

Course Reference: TGS-2026065317

S$285

Original: S$950

Save S$665

About This Course

This one-day course equips learners with the essential knowledge and skills of understanding and applying machine learning concepts and lifecycle. Learners will gain a comprehensive understanding of the machine learning lifecycle, from problem definition and data preparation to model development and deployment. The course also covers data preprocessing and feature engineering, teaching learners how to prepare high-quality datasets for effective machine learning tasks. Additionally, learners will learn the process of developing and deploying machine learning models, ensuring they are optimised for performance, scalability, and real-world applications.

What You'll Learn

At the end of the course, learners will be able to:

- Gain a comprehensive understanding of machine learning concepts and lifecycle, including the stages from problem definition to model deployment
- Develop skills in data preprocessing and feature engineering to prepare high-quality datasets for machine learning tasks
- Learn the process of developing and deploying machine learning models, ensuring they are optimised for performance and scalability