Financial Analysis with ARIMA and Time Series Forecasting
Completed by Ananya Ghatak
March 14, 2025
9 hours (approximately)
Ananya Ghatak'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: Financial Forecasting
- Category: Jupyter
- Category: Financial Modeling
- Category: Statistical Analysis
- Category: Applied Machine Learning
- Category: Financial Data
- Category: Statistical Modeling
- Category: Time Series Analysis and Forecasting
- Category: Finance
- Category: Regression Analysis
- Category: Model Evaluation
- Category: Statistical Machine Learning
