Day1 : Intro to Text Data & Natural Language Processing
- Basic techniques for NLP & Text Mining
- Basic Text vectorization techniques
- Basic Text classification with ANN
Day2 : Sentimental Classification & Recurrent Neural Networks
- from Bag of Words to TF-IDF
- Word Embedding
- RNN 101 for sequence data
Day3 : RNN more & NLP for Korean
- RNN More
- LSTM & GRU
- NLP for Korean
- English vs Korean
Day4 : to advanced NLP
- Convolutional Neural Network basics
- Convolutional1D for sequence data
- Encoder & Decoder : Seq2Seq
- Basic techniques for NLP & Text Mining
- Basic Text vectorization techniques
- Basic Text classification with ANN
Day2 : Sentimental Classification & Recurrent Neural Networks
- from Bag of Words to TF-IDF
- Word Embedding
- RNN 101 for sequence data
Day3 : RNN more & NLP for Korean
- RNN More
- LSTM & GRU
- NLP for Korean
- English vs Korean
Day4 : to advanced NLP
- Convolutional Neural Network basics
- Convolutional1D for sequence data
- Encoder & Decoder : Seq2Seq
