Metode Numerik untuk Informatika – Numerical Methods for Informatics
Deskripsi Mata Kuliah – Course Description:
Matakuliah ini memaparkan mengenai metode-metode numerik yang digunakan untuk memecahkan masalah yang muncul pada aplikasi ilmu komputer dan informatika. Selain itu, matakuliah ini akan difokuskan pada permasalahan Artificial Inteligent dengan pendekatan secara numerik seperti klasifikasi dan komputer vision.
This course elaborates some numerical methods for solving several problems in application of computer science or informatics area. Moreover, this course will be focused on numerical approach for tackling the Artificail Inteligent problems such as classification and computer vision.
Pustaka – Bibliography:
Utama:
1. Burden, R. L., Faires, J. D & Burden, A M. (2016). Numerical analysis
(10th). Cengage Learning publisher
Pendukung:
1. Johansson, R., Johansson, R., & John, S. (2019). Numerical Python. Apress.
2. Langtangen, H. P. (2006). Numerical computing in python. Python scripting
for computational science, 131-181.
3. Thomas, J. W. (2013). Numerical partial differential equations: finite
difference methods (Vol. 22). Springer Science & Business Media.
4. Cakmak, U. M., & Cuhadaroglu, M. (2018). Mastering Numerical
Computing with NumPy: Master scientific computing and perform complex
operations with ease. Packt Publishing Ltd.
5. Mattheij, R. M., Rienstra, S. W., & ten Thije Boonkkamp, J. H. (2005).
Partial differential equations: modeling, analysis, computation (Vol. 10).
Siam.
