This respository is for the NLP class offered at Iowa State University from Fall 2017 to Fall 2021.
Instructor: Prof. Dr. Forrest Sheng Bao fsbao.net
Slides can be found in the folders for each lecture unit. Default file name is EE.pdf.
Slides for Machine Learning can be found in Bao's ML class repository. Note that the information about perceptron algorithm is under the SVM unit.
For reading assignments, check reading.md
- Python introduction
- Tensorflow introduction
- Regular expressions
- Web crawling and indexing
- LSTMsin Tensorflow
- Embedding layers in Tensorflow
Opinions expressed in this repository do not reflect those of Iowa State University.