Classification and dimensionality reduction

less than 1 minute read

Lab classification and dimensionality reduction

The goal of this lab is to cover Logistic Regression and dimension reduction (PCA). This lab is inspired by the Harvard course 2018-CS109A.

The notebook corresponding to this lab is available here.

Wine PCA

16 minute read

NMT, NLP, Machine Learning, Python, Text, Deep Learning, GRU, translation, RNN, Attention, Tensorflow

15 minute read

Language Model, NLP, Machine Learning, Python, Text, Deep Learning, CNN, RNN, LSTM, Convolution

10 minute read

Language Model, NLP, Machine Learning, Python, Text

less than 1 minute read

Classification, Sk-learn, NLP, Machine Learning, Python, Naive Bayes, Logistic Regression, Bag of words, TF-IDF, Text