Teaching
Courses I teach at Jember State Polytechnic.
-
Introduction to Deep Learning
Neural networks, backpropagation, CNNs, RNNs and Transformers, with applications to computer vision and text.
-
Data Mining
Extracting knowledge from large datasets with statistical and machine learning methods, using Python.
-
DevOps
Continuous delivery with CI/CD, containers, infrastructure as code, and monitoring for web and mobile applications.
-
Intelligent Systems
Problem identification, search, classification, fuzzy logic, NLP and expert systems, ending with an intelligent-systems project.