2022
1. Neural Network Foundations with TF
2.Regression and Classification
3. Convolutional Neural Networks
4. Word Embeddings
5. Recurrent Neural Networks
6. Transformers
7. Unsupervised Learning
8. Autoencoders
9. Generative Models
10 Self-Supervised Learning
1. Neural Network Foundations with TF
p 45, TF – open source library , โดย google, ML , DL
p 46 , What is TF?
github for TF , มี libraries อื่นๆ เช่น Pytorch , Caffe , MXNet
ใช้ mathematical tool for optimization
support CPU/GPU , pretrained model , support NN eg rnn ,cnn , deep belief network
2.Regression and Classification
3. Convolutional Neural Networks
p 156 ,
4. Word Embeddings
5. Recurrent Neural Networks
6. Transformers
7. Unsupervised Learning
8. Autoencoders
9. Generative Models
10 Self-Supervised Learning