import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split
from sklearn.ensemble import RandomForestClassifier
from sklearn.metrics import accuracy_score
# Load historical data for gold and USD
gold_data = pd.read_csv('gold_data.csv')
usd_data = pd.read_csv('usd_data.csv')
# Merge the datasets based on date
merged_data =...