Finance, Risk Analytics, Data Science, Machine Learning.
Importing the required libraries and the dataset: import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns from sklearn.decomposition import PCA data = pd.read_csv("MarketData.csv") # Create a DataFrame from the loaded data x = pd.DataFrame(data) Standardizing