Sample AI Snippets and a Project Plan
1. Predicting Sales with a Time Series Model This snippet uses historical sales data to predict future sales using the ARIMA model. python Copy code import pandas as pd from statsmodels.tsa.arima.model import ARIMA import matplotlib.pyplot as plt# Load dataset data = pd.read_csv(‘retail_sales.csv’, parse_dates=# Visualize data plt.plot(sales) plt.title(‘Retail Sales Over Time’) plt.xlabel(‘Date’) plt.ylabel(‘Sales’) plt.show() # Split…
