Data Science

Classroom/Laboratory Activity: Reconstruction of Paleoclimate by Using Isotopic Composition Data

A classroom/laboratory activity to learn about the isotopes of hydrogen and oxygen, analyze the isotopic composition of ice, and understand how isotopic compositions can be used to recreate past temperatures and climate. Students will plot

Lesson Plan: Data Science: Linear and Polynomial Regression

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. Introduction This lesson plan will

Teaching Module: Analyzing Climate Science Data through Simple Statistical Techniques

A teaching module that demonstrates the use of linear and quadratic regression to analyze Arctic sea ice extent data and the use of graphs, sample correlations, and multiple regression to analyze atmospheric CO2 level data,

Lesson Plan: Data Science: Linear Regression with Global Average CO2 Concentrations

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. Introduction This lesson plan will help you to

E-learning Course: Visual Storytelling using Climate Change Data

A hands-on e-learning course to create and tell engaging stories based on climate change data by using different approaches. Students will learn about methods for data analysis and different approaches for data-driven visual storytelling such

Lesson Plan: Data Science: Predictive Analysis using Mumbai Temperature Data

As an undergraduate Mathematics or Data Science teacher, you can use this set of computer-based tools to help you in teaching Introductory Predictive Analysis and specifically Exploratory Data Analysis with Linear Regression. Introduction This lesson

Interactive Resources: Data in the Classroom

NOAA’s 'Data in the Classroom', is a set of classroom/online activities based upon real time ocean data, to establish the potential link between the changes in oceans and marine life caused by climate change. With

Lesson Plan: Teaching Linear Regression using Arctic Sea Ice Data

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

Lesson Plan: Exploratory Data Analysis using India Temperature Data

As a high school or undergraduate teacher of Mathematics or Data Science, this lesson plan will help you to teach Exploratory Data Analysis using a dataset of long-term temperature records in India. Introduction Exploratory Data Analysis is a

Lesson Plan: Teaching Linear Regression using Global Temperature Anomalies Data

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

Data Visualization of GHG Emissions

CAIT Climate Data Explorer by World Resources Institute (WRI) showcases the world’s top greenhouse gas-emitting countries with the latest global data available till the year 2013. This interactive chart can be used to explore it by

Lesson Plan: Basic Data Handling Using Climate Data

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

Lesson Plan: Analyzing Trends and Calculating Uncertainty using Hurricane Data Records

As an undergraduate Statistics teacher, you can use this set of computer-based tools to help you in teaching statistical analysis topics such as Trends, Uncertainty, Confidence interval, and Student’s t-distribution. As an undergraduate Geography or

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