Financial Analysis with ARIMA and Time Series Forecasting
Completed by Lucas A Duran Libaak
July 7, 2025
9 hours (approximately)
Lucas A Duran Libaak'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: Regression Analysis
- Category: Machine Learning
- Category: Time Series Analysis and Forecasting
- Category: Finance
- Category: Predictive Modeling
- Category: Financial Forecasting
- Category: Financial Modeling
- Category: Model Evaluation
- Category: Data Transformation
- Category: Statistical Modeling
- Category: Applied Machine Learning
- Category: Statistical Analysis
