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MGE905 Introduction to Data Science in Education Research (Classroom, Asynchronous)

Training Provider: NANYANG TECHNOLOGICAL UNIVERSITY
Course Reference: TGS-2022012166
S$618
Original: S$2,060
Save S$1,442

About This Course

This course aims to:
1. equip participants with basic knowledge of data science, artificial intelligence, and machine learning
2. introduce participants the application of data science, artificial intelligence and/or machine learning in education
3. engage participants with hands-on experiences in performing data analytics processes

The course will cover the following:
1. Introduction to Data Science
• Concepts
2. Introduction to Artificial Intelligence
• Artificial Intelligence in Education
3. Introduction to Machine Learning
• Supervised Learning
• Unsupervised Learning
4. Data Science, Artificial Intelligence and Machine Learning
• Relationship
• Difference
5. Application of Data Science, Artificial Intelligence and/or Machine Learning in Education
• Data Analytics in Education (and/or Learning analytics)
• Data Exploration, Visualization and Analysis

What You'll Learn

With AIEd a buzzword of 2020s, as well as the use of data becoming more prevalent, it is important that researchers at all levels (students and working adults) and in wide ranging industries are equipped with a basic understanding of key data science, artificial intelligence, and machine learning concepts. The course covers the application of data science, artificial intelligence, and/or machine learning in education.

Entry Requirements

Nil

Course Details

Duration 26 hours
Language Not specified
Training Commitment Not specified
Total Enrolled New course
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.

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