Saya lagi belajar tentang pengenalan pola, nemu video kuliah pengenalan pola dari Ibu Masayu dari ITB. Materinya cukup lengkap
- Introduction : What and Why Pattern Recognition : https://www.youtube.com/watch?v=vU9_4um4gas
- Introduction: Pattern recognition Artificial Intelligence https://www.youtube.com/watch?v=Ns8JokH0hUc
- What is AI – Acting Humanly : https://www.youtube.com/watch?v=wfmM5-d0Zh0
- Thinking Humanly Seg03 AI Introduction NUMYouTube video
- Thinking Rationally Seg04 AI Introduction NUMYouTube video
- Acting Rationally Seg05 AI Introduction NUMYouTube video
- Agent & Environment Seg01 AI IntelligentAgent NUMYouTube video
- Agent Model Seg02 AI IntelligentAgent NUMYouTube video
- Rational Agent Seg03 AI IntelligentAgent NUMYouTube video
- PEAS Seg04 AI IntelligentAgent NUMYouTube video
- Task Environment Seg05 AI IntelligentAgent NUMYouTube video
- Agent Level Seg06 AI IntelligentAgent NUMYouTube video
- Introduction: Supervised vs Unsupervised Classification: https://www.youtube.com/watch?v=3uem5RgBomY
- Introduction: Pattern Recognition and intelligent Agent: https://www.youtube.com/watch?v=wfXtgm-sxzc
- Introduction: Pattern Recognition Approaches: https://www.youtube.com/watch?v=Zf69SS6ngLU
- Pattern Recognition System: Knowledge-based Recognition SystemYouTube video
- Template-based Recognition System: https://www.youtube.com/watch?v=Zf8qCDbedro
- Pattern Recognition System: Automatic Fish Sorting (Case Study)YouTube video
- Learning-based Pattern Recognition SystemYouTube video
- Bayes Decision Theory – Bayes Decision RuleYouTube video
- Bayes Decision Theory – Classifier and Discriminant FunctionYouTube video
- Bayes Decision Theory – Minimum Risk Bayes Decision RuleYouTube video
- Bayesian Network: What & Why https://www.youtube.com/watch?v=o_Fn3QAUZ7g
- Bayesian Network: Classification: https://www.youtube.com/watch?v=BdcwLJAzyK0
- Bayesian Network Learning https://www.youtube.com/watch?v=cx2RXJjGrCI
- Classification: https://www.youtube.com/watch?v=nODiPmVTlUQ
- Design Of Experiment : https://www.youtube.com/watch?v=QgV2OJTGMbs
- Classification : https://www.youtube.com/watch?v=RYB4yKF4Cvo
- Applying ML https://www.youtube.com/watch?v=AtbxGT21wNc
- ANN: Basic Concept: https://www.youtube.com/watch?v=etw-93LDJoU
- Feed Forward Neural Network: https://www.youtube.com/watch?v=iEra80WydQs
- ANN: Backpropagation: https://www.youtube.com/watch?v=4k2TsyOeD94
- Convolutional Neural Network, What & Why: https://www.youtube.com/watch?v=Z_bdMFCQuF0
- CNN: Local Connectivity & Sharing Parameter: https://www.youtube.com/watch?v=aHaudnBtv5s
- CNN: Convolutional Layer: https://www.youtube.com/watch?v=PLJ_70wX5cc
- CNN: Architecture: https://www.youtube.com/watch?v=Nma7D8hnZdg
- CNN Backpropagation: https://www.youtube.com/watch?v=efy8ZT_vGTE
- Recurrent NN: What & Why: https://www.youtube.com/watch?v=tVAabA8Hyik
- RNN: Forward Propagation: https://www.youtube.com/watch?v=Mobz24iNr0w
- RNN Architecture: https://www.youtube.com/watch?v=zAKPljOdD2A
- LSTM https://www.youtube.com/watch?v=w7U46SnJnhY
- BPTT: https://www.youtube.com/watch?v=X3FnXNb9Ero
- Classification: Applying ANN: https://www.youtube.com/watch?v=Z-Cmt8zpVYA
- Real Use Case:https://www.youtube.com/watch?v=WbcmvEkKsNE
- Multilabel Classification: https://www.youtube.com/watch?v=hmTmOzQbxmE
- Clustering https://www.youtube.com/watch?v=E5OP3FQTcu4
- AI K- Means: https://www.youtube.com/watch?v=stGt8yiI4Tk
- Pattern Recognition in Text: https://www.youtube.com/watch?v=DVHaQ7fe4To