Machine Learning for Data Analytics
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2020502114
S$870
Original: S$2,900
Save S$2,030
About This Course
1. To acquire knowledge on modern machine learning techniques, learn algorithms and mdoels for IoT (Internet of Things) data analysis.
2. To acquire knowledge of the techniques and use of machine learning and data analysis techniques for IoT applications
3. To acquire skill and hands-on experience in working with various machine learning models for IoT applications.
What You'll Learn
This course introduces machine learning methods and their applications for data analytics. Students taking this course will learn modern machine learning techniques including classification, regression and generative models and algorithms as well as how to apply them to data analytics. The course starts with machine learning basics and some classical machine learning methods, followed by supervised and unsupervised data clustering, data dimensionality reduction for visualization and data classification. The students are expected to have solid background knowledge on calculus, linear algebra, probability and basic statistics.
Entry Requirements
Relevant Bachelor's Degree in electrical/electronics/communications/computer engineering, computer science., and related disciplines. Knowledge in probability, statistics, linear algebra and basic programming.
Course Details
Back to All Courses
Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
More Courses from NATIONAL UNIVERSITY OF SINGAPORE
Objectives:
At the end of the programme, participants are expected to achieve the following objecti...
Objectives:
At the end of the programme, participants are expected to achieve the following objecti...
The programme is designed to transform Chinese language educators into impactful leaders equipped to...