Modelling the Effect of Changes in Radiation on Planetary Temperature

Modelling the Effect of Changes in Radiation on Planetary Temperature Classroom/Laboratory Activity A classroom/laboratory activity to model how changes in the radiation entering or leaving the Earth affect the temperature of the planet. Students will model the data by using Excel spreadsheets and will then determine whether a polynomial function or an exponential function provides […]

Data Science: Linear and Polynomial Regression

Data Science: Linear and Polynomial Regression Overview As an undergraduate Mathematics or Data Science teacher, you can use this set of computer-based tools to help you in teaching Introductory Statistics and specifically Linear Regression and Polynomial Regression. This lesson plan will help you to teach Introductory Statistics for Data Science through a Linear Regression and […]

Basic Data Handling Using Climate Data

Basic Data Handling Using Climate Data Overview As a Primary and Middle School Mathematics teacher, you can use this set of computer-based tools to teach your students the basics of data handling using climate data. This lesson plan can be used to introduce your students to data handling, data representation and interpretation using weather and […]

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 […]