Advanced Certificate in Artificial Intelligence (AI) Product Development in the Digital Economy Module 3: Machine Learning Algorithms and Models for AI Products (Synchronous E-Learning)
Training Provider: SINGAPORE MANAGEMENT UNIVERSITY
Course Reference: TGS-2024051097
S$600
Original: S$2,000
Save S$1,400
About This Course
Module 3 is designed to provide participants with a comprehensive understanding of the various machine learning algorithms and models used in developing artificial intelligence (AI) products. The module will cover fundamental concepts such as supervised learning, unsupervised learning, reinforcement learning, and deep learning.
What You'll Learn
At the end of the 2-day module, participants will be able to:
• Understand the fundamental principles and concepts of machine learning algorithms and models used in artificial intelligence (AI) product development
• Analyse and evaluate different machine learning algorithms to determine their suitability for specific AI product applications
• Apply advanced techniques for training, testing, and optimising machine learning models within the context of AI product development
• Demonstrate proficiency in implementing various machine learning algorithms to solve real world problems encountered in AI product development
• Critically assess the ethical implications and potential biases associated with using machine learning algorithms in AI products, and propose strategies to mitigate these issues effectively
• Understand the fundamental principles and concepts of machine learning algorithms and models used in artificial intelligence (AI) product development
• Analyse and evaluate different machine learning algorithms to determine their suitability for specific AI product applications
• Apply advanced techniques for training, testing, and optimising machine learning models within the context of AI product development
• Demonstrate proficiency in implementing various machine learning algorithms to solve real world problems encountered in AI product development
• Critically assess the ethical implications and potential biases associated with using machine learning algorithms in AI products, and propose strategies to mitigate these issues effectively
Entry Requirements
Nil
Course Details
Back to All Courses
Note: To apply for this course, visit or contact the training provider directly.
More Courses from SINGAPORE MANAGEMENT UNIVERSITY
In today's digital-first world, the demand for skilled cybersecurity professionals has never been hi...
This certificate programme is designed for non-technical professionals who want to develop data visu...
The (SCTP) Advanced Certificate in Digital Marketing programme provides a comprehensive and immersiv...