QMM504 - ANALITIK PEMBELAJARAN
(LEARNING ANALYTICS)
[ 3 Unit ]
*** Sumber data : SMUP
📖 Sinopsis Kursus / Course Synopsis ▼
Kursus ini memberikan gambaran umum tentang analitik pembelajaran dengan tumpuan kepada aplikasinya dalam pelbagai konteks pendidikan dan industri. Ia merangkumi konsep asas, teori berkaitan, kaedah penilaian terkini, teknik analisis data yang popular, alat analitik pembelajaran, dan kajian kes dunia sebenar. Tujuannya adalah memberi pemahaman teori tentang analitik pembelajaran kepada pelajar untuk persediaan penyelidikan dan praktis lanjutan dalam bidang ini.
This course offers a broad overview of learning analytics, focusing on its practical application in education. It covers foundational concepts, relevant theories, modern assessment methods, data analysis techniques, tools, and real-world case studies. It aims to equip students with a theoretical understanding of learning analytics for further research and practice in the field
*** Sumber data : SPBPK
📋 Hasil Pembelajaran Kursus / Course Learning Outcomes (HPK / CLO) ▼
| HPK / CLO | Penerangan HPK / CLO Description | Kaedah Pengajaran / Teaching Method | Pemetaan / Mapping: PLO USM |
Pemetaan / Mapping: LT |
|---|---|---|---|---|
| CLO1 | Differentiate types of learning analytics that can be applied in Evaluate Education/Industrial performance using an analytic approach. | Kuliah dan lain F2F | PLO2 | C4 |
| CLO3 | Construct data analytic techniques to promote Education/Industrial project using predictive models, text analysis, relationship mining, and social network analysis. | Kuliah dan lain F2F | PLO7 | P4 |
| CLO2 | Ethically design and implement an education or industrial performance project that applies learning analytics for evaluation, demonstrating advanced digital skills and systems thinking to generate sustainable, data-driven solutions using anticipatory thinking. | Kuliah dan lain F2F | PLO6 | P3 |
| CLO4 | Present various projects that apply learning analytics in groupwork | Kuliah dan lain F2F | PLO8 | A2 |
*** Sumber data : SPBPK
📊 Penilaian / Assessment ▼
| Komponen Penilaian / Assessment Component | Peratusan / Percentage |
|---|---|
| Kerja Kursus / Course Work | 70% |
| Peperiksaan Akhir (PA) / Exam Work | 30% |
*** Sumber data : SMUP