Kecerdasan Komputasional

4.5/5.0
12k Enrolled
All levels
Start 27 June 2024

Course description

What you’ll learn

Informasi Umum
Minggu 1 Pengantar Kecerdasan Komputasional (SC)
Minggu 2 Clustering: Konsep, k-means (NS)
Minggu 3 Clustering: hierarchical, evaluasi & validasi (NS)
Minggu 4 Contoh Soal Clustering (NS)
Minggu 5 Decision Tree (DP)
Minggu 6 Fuzzy Inference (DP)
Minggu 7 Contoh Soal Decision Tree, Fuzzy Inference (AY, DP)
Minggu 8 Support Vector Machine (DA)

Minggu 9 Neural Network dan Multi Layer Perceptron (SC)
Minggu 10 Pengantar Deep Learning (CF)
Minggu 11 Contoh Soal SVM, ANN, DL (DA, SC, CF)
Minggu 12 Reinforcement Learning (CF)
Minggu 13 Contoh Implementasi Reinforcement Learning (CF)
Minggu 14 Genetic Algorithm (DA)
Minggu 15 Particle Swarm Optimization (SC)
Minggu 16 Penilaian Akhir

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