Teaching-Materials

Machine Learning Tutorials

cd ScratchWork-Machine-Learning-Tutorials

Prerequisite

Download glove.6B.50d.txt and store it in the data folder. csv files are provided.

Python Examples

python -i 01_python_examples.py

Regex Examples

python -i 02_regex.py

Pandas Examples

python -i 03_pandas.py

NLTK Examples

python -i 04_nltk.py

TF-IDF + Logistic Regression Example

python -i 05_tfidf_sentiment.py

Word Vector Examples

python -i 06_wordvectors.py

LSTM Emoji Classifier Example

python -i 07_lstm_emoji_classifier.py

CS310 Data Structures (Java)

• ArrayList
• LinkedList
• Iterator
• Graph

CS211 Object Oriented Programming (Java)

CS112 Intro to Programming (Python/Java)