Linear Regression using Global Temperatures

Linear Regression using Global Temperatures Classroom/Laboratory Activity A classroom/lab activity for Statistics teachers to teach about Linear Regression. This activity is based on a dataset on average global temperature anomalies from 1850 to 2019. Students will learn about introductory linear regression techniques and will learn to make scatter plots of the data provided. This tool […]

Differential Calculus using Methane Data

Differential Calculus using Methane Data Classroom/Laboratory Activity A classroom/laboratory activity for Mathematics teachers to teach about Differential Calculus, specifically, about polynomial differentiation focusing on Tangent Line Problem and Curve Fitting. This activity contains yearly data of the globally averaged marine surface methane from 1984 to 2019. Methane is a major contributor to greenhouse gas emissions […]

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 […]

Teaching Linear Regression using Global Temperature Anomalies Data

Teaching Linear Regression using Global Temperature Anomalies 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 statistics and specifically linear regression. This lesson plan will allow you to teach introductory statistics through a linear regression assignment. The lesson plan includes […]

Teaching Linear Regression using Arctic Sea Ice Data

Teaching Linear Regression 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 statistics and specifically linear regression. This lesson plan will allow you to teach introductory statistics through linear regression assignments. The lesson plan includes a […]

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 […]