Using ML to Predict Search Volume

Guide to Time Series Forecasting with Lululemon Data

In this post, I’m going to be running through my approach for time series forecasting in Python. The project I’m going to be working on is taking Google Trends data from Lululemon to try to predict what search volume is in the future.

What you will learn:

• Splitting your time series data into train and validation sets
• Checking your data for trends, seasons, and cycles