What you’ll learn
- Forecast sales and revenue for a small business using python
- Make accurate forecasts, by learning about forecasting metrics, and comparing multiple forecasting models and their parameters
- Read time series data from excel files, manipulate the data in python, do data cleaning and deal with missing data
- Use Prophet and Seasonal ARIMA models to forecast complex time series with seasonality
- Understand trend and seasonality in a time series, and how to break down trend and seasonality
SmartPy AI is an online educator, with focus on topics related to AI, machine learning and statistics.
Spending a large amount of time in academia, he is passionate about teaching, and always curious to learn new things, and technological advancements.
His classes are rooted deeply in technical understandings in statistics and machine learning, and are aimed to help both students and busy professionals who are venturing into a new field.