Financial Analysis with ARIMA and Time Series Forecasting
Completed by Andre Luis Capasciuti
September 1, 2025
9 hours (approximately)
Andre Luis Capasciuti's account is verified. Coursera certifies their successful completion of Financial Analysis with ARIMA and Time Series Forecasting
What you will learn
Understand time series data and how to apply transformations to prepare it for forecasting.
Gain hands-on experience with ARIMA models and their application to financial data.
Learn how to evaluate forecasting models using AIC, BIC, and out-of-sample tests.
Master advanced techniques such as Auto ARIMA and SARIMAX for more accurate predictions.
Skills you will gain
- Category: Data Transformation
- Category: Forecasting
- Category: Model Evaluation
- Category: Statistical Analysis
- Category: Statistical Modeling
- Category: Applied Machine Learning
- Category: Regression Analysis
- Category: Machine Learning
- Category: Finance
- Category: Time Series Analysis and Forecasting
- Category: Financial Modeling
- Category: Predictive Modeling