python – Remove array([]) brackets to create clean array for matrix equations

I want to remove array brackets from my vectors so I can turn them into matrices for equations, what is the best way to do this? I want the vector to be (0,0) instead of array((0,0)) so conjoined into matrices are ((0,0),(0,1)) instead of (array((0,0)) , array((0,1)))

my code:

import numpy as np
from sklearn.feature_extraction.text import CountVectorizer


#create all actual subject matters 
subjectmatters = ("basic", "python", "programming", "engineering", "mathematics", "logic", "hard", "html", "computers",
                  "design", "easy", "americanhistory", "history", "civilizations", "languagearts", "algebra",
                  "basicmath", "calculus", "nueralnets")

#vectorize the subjects
vectorizer = CountVectorizer()
subjectmatters_vectorized = vectorizer.fit_transform(subjectmatters)
subjectmatters_vectorized_to_array = subjectmatters_vectorized.toarray()
subjectmatters_vectorized_to_array_shape = np.shape(subjectmatters_vectorized.toarray())
subjectvectordict = dict(zip(subjectmatters, subjectmatters_vectorized_to_array))
print(subjectvectordict)

This prints the below, looking to have array(()) removed:

{‘basic’: array((0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘python’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1)), ‘programming’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0)), ‘engineering’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘mathematics’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0)), ‘logic’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0)), ‘hard’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0)), ‘html’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0)), ‘computers’: array((0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘design’: array((0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘easy’: array((0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘americanhistory’: array((0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘history’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0)), ‘civilizations’: array((0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘languagearts’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0)), ‘algebra’: array((1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘basicmath’: array((0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘calculus’: array((0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)), ‘nueralnets’: array((0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0))}