human
1 Support Vector Machine (the crazy bit of machine learning)
1.1 Data Extraction and Transformation"
Please write code following the instructions in jupyter notebook style.
 ... Write me a code to 1 Support Vector Machine (the crazy bit of machine learning) and the other steps required?
assistant
#Here is code to 1 Support Vector Machine (the crazy bit of machine learning) and the other steps required.

def get_data(file_path, xLabel, yLabel):
    data = loadmat(file_path)
    X = data[xLabel]
    y = data[yLabel]
    return X, y

# def get_β(n_variables):
#     β = np.zeros(n_variables)
#     return β

X, y = get_data(file_path_1, 'X', 'y')
print(X.shape)
print(y.shape)