As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. The purpose of this modeling exercise is to construct an end-to-end template for solving machine learning problems. This Python script will adapt Dr. Jason Brownlee’s blog post on this topic and build a… Read More
Time Series Model for Monthly Car Sales Using Python and ETS
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a time series prediction model and document the end-to-end steps using a template. The Monthly Car Sales dataset is a time series situation where we are trying to forecast future… Read More
Time Series Model for Monthly Mean Temperatures Using Python and ETS
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a time series prediction model and document the end-to-end steps using a template. The Monthly Mean Temperatures dataset is a time series situation where we are trying to forecast future… Read More
Time Series Model for Monthly Shampoo Sales Using Python and ETS
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a time series prediction model and document the end-to-end steps using a template. The Monthly Shampoo Sales dataset is a time series situation where we are trying to forecast future… Read More
Time Series Model for California Female Births Using Python and ETS
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a time series prediction model and document the end-to-end steps using a template. The California Female Births dataset is a time series situation where we are trying to forecast future… Read More
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