Artificial Intelligence(AI) Study

1. Python

• Numpy
• Pandas
• Matplotlib

2. Machine Learning

• Perceptron
• Andrew ng Machine Learning Assignment(with Octave)

3. DeepLearning

• DNN
• CNN
• RNN
• LSTM
• GRU

4. 자연어 처리 NLP

• Preprocessing
• Word Embedding
• Language Model
  • Attention
  • Transformer
  • BERT
  • GPT

5. Kaggle 실습

Kaggle 실습 내용 : Blog
Kaggle 실습 code : Github

• Walmart Recruiting - Store Sales Forecasting
• Bag of Words Meets Bag of Popcorn