Description
In this course, we'll focus on a case study that uses time series analysis to predict a store's sales.
Time Series Analysis, Data Preprocessing, Data Exploration, Visualization Techniques, Time Series Components, Model Creation with ARIMA (SARIMAX), Parameter Selection, Model Evaluation, and Time Series Modelling with Prophet are some of the subjects covered in this course.
Participants will be able to execute time series analysis, create a statistical model for time series, comprehend the variables or components of time series, and assess models, Python and ML libraries by the end of the course.
The installation of Anaconda on the computer, as well as a working knowledge of Python, Machine Learning, and Statistics, are prerequisites.
Course Duration:-2h 14m