Financial Analysis with ARIMA and Time Series Forecasting
Completed by Taimoor Ul Islam
March 6, 2025
9 hours (approximately)
Taimoor Ul Islam'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: Model Evaluation
- Category: Financial Modeling
- Category: Financial Data
- Category: Applied Machine Learning
- Category: Jupyter
- Category: Data Transformation
- Category: Financial Forecasting
- Category: Forecasting
- Category: Statistical Analysis
- Category: Statistical Modeling
- Category: Finance
- Category: Machine Learning
