Date
Workshop “Applied Machine Learning for Data Analysis and Visualization using Orange Platform”
Waktu: Selasa, 14 April 2020 (08.30 – 16.00 WIB)
Tempat: Nutrition and Feed Technology Learning Center (Lab Komputer Departemen INTP), Fakultas Peternakan IPB, lantai 3
Pemateri: Dr. Wisnu Ananta Kusuma (Dosen Ilmu Komputer IPB)
Materi workshop:
- Pendahuluan machine learning
- Pengenalan Orange platform
- Supervised learning: linear regression, logistic regression, naive bayes, discriminant analysis, decision tree, k-nearest neighbor, artificial neural network, support vector machine
- Unsupervised learning: principal component analysis, hierarchical clustering, k-means clustering
- Model evaluation and improvement
Biaya: Rp 300.000 (umum), Rp 250.000 (dosen INTP, AFENUE fellows, mahasiswa)
Fasilitas: Sertifikat, konsumsi
Limitasi: Maksimum 40 peserta
Catatan:
Mohon membawa laptop masing-masing dan sudah menginstall software Orange (http://orange.biolab.si/download/)