[ECEM801208 - Week 4 ] Support Vector Machine and Regression (SVM &SVR)

Video ini merupakan diskusi dengan kode kelas ECEM801208 - Data Sains untuk Kebijakan Ekonomi, Magister Perencanaan Ekonomi dan Kebijakan Pembanguan (MPKP), Fakultas Ekonomi Bisnis Universitas Indonesia (FEB-UI). Week ke-empat mambahas: ⭕️ Supervised versus unsupervised learning ⭕️ What is classification? ⭕️ Logistic Regression classifier ⭕️Support Vector Machines ⭕️ Support Vector Regression ⭕️ Grid Search Algorithm ⭕️ Confusion matrix ⭕️ Mean Absolute Percentage Error Outline : 0:02:19:05 Supervised vs Unsupervised : 0:03:03:05 Underfitting, Overfitting : 0:05:07:19 What is classification?: 0:06:43:01 Support Vector machine : 0:11:43:12 Kernel : 0:22:28:09 Non Linear Classification : 0:23:19:17 Kernel Linear, Radbas, Sigmoid, Turning parameter : 0:25:09:15 Multi-Class: 0:27:58:04 Logistics vs SVM: 0:31:08:17 Grid Search: 0:38:28:09 Confussion Matrix: 0:39:12:09 Mean Absolute Percentage error : 0:43:50:20 Practice SVM Classification: 0:51:03:05 Practice SVR Forecasting : 1:00:05:12 QNA: 1:14:44:22 📊📈📉🗒📊📈📉🗒📊📈📉🗒 Jika kamu ingin diskusi silakan menghubungi melalui: Email : [email protected] atau [email protected] INSTAGRAM: Rezzy Eko Caraka :   / akaracyzzer   Referensi Pustaka : https://linktr.ee/akaracyzzer #DataScience #MPKPUI #FEBUI #SVM #SVR #UniversitasIndonesia