Modern Forecasting in Practice

Financial Modeling in Excel that would allow you to walk into a job and be a rockstar from day one!

Learn How to Predict Trends and Produce High Demand Consumer Wall Art Decor

Python Time Series Analysis with 10+ Forecasting Models including ARIMA, SARIMA, Regression & Time Series Data Analysis

Learn Data Analytics and Business Analysis for the Fashion Industry. Build a Smart and Data-driven Fashion Company!

This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including ARMA, SARIMA, VAR, GARCH and state space and Markov switching models for (non)stationary, multivariate and financial time series, but also modern machine learning procedures and challenges for time series forecasting. Providing an organic combination of the principles of time series analysis and Python programming, it enables the reader to study methods and techniques and practice writing and running Python code at the same time.