Text vectorization

You'll now transform the desc column in the UFO dataset into tf/idf vectors, since there's likely something we can learn from this field.

Bu egzersiz

Preprocessing for Machine Learning in Python

kursunun bir parçasıdır

Kursu Görüntüle

Egzersiz talimatları

Print out the .head() of the desc column.
Instantiate a TfidfVectorizer() object.
Fit and transform the desc column using vec.
Print out the .shape of the desc_tfidf vector, to take a look at the number of columns this created.

Uygulamalı interaktif egzersiz

Bu örnek kodu tamamlayarak bu egzersizi bitirin.

# Take a look at the head of the desc field
print(____)

# Instantiate the tfidf vectorizer object
vec = ____

# Fit and transform desc using vec
desc_tfidf = vec.____

# Look at the number of columns and rows
print(____.shape)

Kodu Düzenle ve Çalıştır