Data Science: Predictive Analysis using Mumbai Temperature Data

Data Science: Predictive Analysis using Mumbai Temperature Data Overview This lesson plan will help you to teach Introductory Predictive Analysis through an Exploratory Data Analysis with  Linear Regression assignment. The lesson plan includes a hands-on computer-based classroom activity to be conducted on a dataset of the annual temperature records of Mumbai – a coastal city […]

Data Science: Linear Regression with Global Average CO2 Concentrations

Data Science: Linear Regression with Global Average CO2 Concentrations Overview This lesson plan will help you to teach Introductory Statistics for Data Science through a Linear Regression assignment. The lesson plan includes a hands-on computer-based classroom activity to be conducted on a dataset of Yearly Global Average CO2 Concentrations in parts per million. This activity […]

Teaching Application of Derivatives using Arctic Sea Ice Data

Teaching Differential Calculus (Application of Derivatives) using Arctic Sea Ice Data Overview As a high school or undergraduate Mathematics teacher, you can use this set of computer-based tools to help you in teaching introductory differential calculus and specifically the application of derivatives. This lesson plan will allow you to teach introductory derivatives, polynomial differentiation, and […]

Coding with Python: Modeling the Ice Albedo Feedback

Coding with Python: Modeling the Ice Albedo Feedback Overview As an Undergraduate Earth Sciences, Mathematics or Computer Sciences teacher, you can use this set of computer-based tools to help you teach how to program in Python and build a computational model of the Earth’s climate system. This lesson plan includes discussions, activities, and a detailed […]