About UNIMAS » List of Courses in UNIMAS » TMC1874 - MATHEMATICS FOR COMPUTING/MATEMATIK UNTUK PENGKOMPUTERAN

TMC1874 - MATHEMATICS FOR COMPUTING/MATEMATIK UNTUK PENGKOMPUTERAN

Last modified by Adam Francis on 2015/04/14 15:53

COURSE TITLE

MATHEMATICS FOR COMPUTING (Matematik untuk Pengkomputeran)

COURSE CODE

TMC1874

SYNOPSIS

This course provides an introduction to Statistics and Linear Algebra, fundamental to the development of statistical models, computation framework for posing and solving problems especially in computer science related fields. Inference, with coverage of data collection and analysis is emphasized to evaluate the reported results of statistical studies and to make informed decisions. Although formulas and formal procedures are discussed, it stresses thinking over the blind use of mechanical procedures, the assessment of credibility and value of the inferences made from data. Using a matrix theory and vector space approach, this course also provides an understanding of the major concepts that underlie linear algebra and matrix analysis. Later chapters introduce a key topic such as eigen vector and provide illustrative examples.

(Kursus ini memberi pengenalan kepada Statistik dan Algebra Linear, asas untuk pembangunan model statistik, rangka komputan dan menyelesaikan masalah terutamanya dalam bidang sains komputer. Inferens termasuk liputan pengumpulan data dan analisis ditekankan untuk menilai hasil yang dilaporkan kajian statistik dan membuat keputusan termaklum. Walaupun formula dan prosedur formal dibincangkan, ia mengutamakan pemikiran daripada penggunaan prosedur mekanikal secara membuta, penilaian kredibiliti dan nilai kesimpulan yang dibuat daripada data. Dengan menggunakan teori matriks dan pendekatan ruang vektor, kursus ini juga menyediakan pemahaman konsep-konsep utama yang menjadi asas algebra linear dan analisis matriks. Bab-bab seterusnya memperkenalkan topik utama seperti eigen vektor dan memberi contoh-contoh ilustrasi.)

Faculty of Computer Science and Information Technology, UNIMAS. Last updated: March 31, 2012, Sat, 6:55 AM

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