Teaching
Courses I currently teach in the Data Science program at Institut Teknologi Sumatera (ITERA), spanning data visualization, functional programming, and deep learning.
A technique for creating interactive and informative visual representations of data.
Reference: Visualization Analysis and Design, Tamara Munzner — Book
A programming paradigm that treats computation as the evaluation of mathematical functions.
A subset of machine learning that uses neural networks with multiple layers to learn and make predictions.
The process of discovering patterns and knowledge from large amounts of data.
The process of deploying, monitoring, and maintaining machine learning models in production environments.
Matakulih ini mmembahas terkait dengan proses yang terdajadi dalam suatu DBMS dan memahami bagaiamana DBMS berkerja untuk melakukan optimasi performa DBMS
Approach
Concepts are reinforced through hands-on projects and real datasets, not just theory.
Every model or paradigm taught is connected back to a real-world computational problem.
Students are encouraged to explore data and ask questions beyond the syllabus.