Financial Analysis with ARIMA and Time Series Forecasting
Completed by Kamila Makhambetova
May 6, 2026
9 hours (approximately)
Kamila Makhambetova'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: Statistical Machine Learning
- Category: Time Series Analysis and Forecasting
- Category: Finance
- Category: Data Transformation
- Category: Machine Learning
- Category: Regression Analysis
- Category: Financial Forecasting
- Category: Financial Modeling
- Category: Model Evaluation
- Category: Jupyter
- Category: Forecasting
- Category: Statistical Modeling
