AP Test Prep
College Board

AP® Psychology: Teaching Statistics and Research Methodology

For Teachers 9th - 12th Standards
Psychologists use statistics? Scholars investigate the research behind the methodology of statistical analysis. Using hands-on practice, case-studies, and scatterplots, they complete various tasks to understand the very roots of high...
Article
Other

Towards Data Science: Computational Thinking Defined

For Students 9th - 10th
Computational Thinking is a set of techniques for solving complex problems that can be classified into three steps: Problem Specification, Algorithmic Expression, and Solution Implementation & Evaluation. The principles involved in...
Lesson Plan
Google

Google for Education: Data Aggregation and Decomposition (Python)

For Teachers 9th - 10th
Students learn how to use and analyze data to draw conclusions about information collected from classmates. Then they use computational thinking by collecting and aggregating data onto a spreadsheet, identifying patterns in their data,...
Lesson Plan
Google

Google for Education: What Is Data

For Teachers 9th - 10th Standards
The purpose of this instructional activity is to show students what data is and how prevalent it is in their lives They also learn how to use data to make informed decisions. These activities are an excellent way to introduce the year as...
Lesson Plan
Google

Google for Education: Data Aggregation and Decomposition (Excel)

For Teachers 9th - 10th
By using Microsoft Excel, students collect, decompose, and re-aggregate class data. Students use computational thinking skills by decomposing long lists of information and writing basic algorithms to help analyze data.
Lesson Plan
Google

Google for Education: Continuous vs Discrete Data

For Teachers 9th - 10th
When working with data, it is important to know whether it is continuous or discrete, as this will determine what calculations can be applied and what information can be extracted from it. Here, students to distinguish between continuous...
Lesson Plan
Science Education Resource Center at Carleton College

Serc: Learning About Dimensional Analysis and Stoichiometry

For Teachers 9th - 10th
Help your students learn the skill of dimensional analysis and the importance of mastering that skill. In this activity, students will work on their critical thinking by solving dimensional analysis problems. The lesson is formatted on...
Lesson Plan
Google

Google for Education: Working With Large Tables of Data

For Teachers 9th - 10th
Students work with large tables of GPS data and sort, manipulate, and visualize the data so it can be easily understood.
Lesson Plan
Google

Google for Education: Applyng Discrete and Continuous Data in a Spreadsheet

For Teachers 9th - 10th
Students collect data in a spreadsheet and learn to use various functions and analysis tools to better see patterns in their eating habits.
Unit Plan
Google

Google for Education: Sorting Data

For Teachers 9th - 10th
In this example students use data collected from their class and learn to sort it before calculating the mean, median, and mode. Additionally, students learn how to use spreadsheet functions to sort based on different criteria, leading...
Lesson Plan
Google

Google for Education: Using Data From Sensors

For Teachers 9th - 10th
Students analyze data gathered from sensors and develop filtering algorithms for anomalies and outliers, then use these algorithms to make decisions on sensor data as it is being collected.
Lesson Plan
Google

Google for Education: Energy Analysis

For Teachers 9th - 10th
Students collect data on energy production and consumption around the world. They input the data into a spreadsheet and use spreadsheet functions to analyze it. Finally, they upload the data into a fusion table to create a visualization.
Lesson Plan
Stanford University

Sheg: Reading Like a Historian: Intro to Historical Thinking: Lunchroom Fight

For Teachers 9th - 10th Standards
[Free Registration/Login Required] A fight breaks out in the lunchroom and the principal needs to figure out who started it. But when she asks witnesses what they saw, she hears conflicting accounts. Why might these accounts differ? As...
Article
Other

Aventis Learning Group: Systems Thinking: The What, Why, When and How

For Students 9th - 10th
Systems thinking is a holistic approach to analysis that focuses on the way that a system's constituent parts interrelate and how systems work over time and within the context of larger systems. It is particularly useful in addressing...
Lesson Plan
ReadWriteThink

Read Write Think: Reading/analysis of the Works of Poe

For Teachers 6th - 9th
An in-depth analysis of the works of Edgar Allan Poe, including "The Raven," "The Masque of the Red Death," "The Fall of the House of Usher," and more! Excellent and detailed lesson plans!
Lesson Plan
Science Buddies

Science Buddies: Interpreting Area Data From Maps vs. Graphs

For Teachers 9th - 10th
Graphical methods of data presentation are a key feature of scientific communication. This project asks the question, "What's the best way to compare the land area of states: a map or a bar graph?" You'll be measuring performance on two...
Article
Virtual Salt

Virtual Salt: Introduction to Critical Thinking

For Students 9th - 10th Standards
An introduction to the concept of Critical Thinking examines the true definition and gives examples where it can be used as a constructive force.
Lesson Plan
Lumen Learning

Lumen: Analysis: Overcoming Barriers to Analysis

For Students 9th - 10th
This lesson focuses on understanding and overcoming barriers to analysis: Barrier 1: Analysis might challenge my worldview, Barrier 2: Analysis kills fun, and Barrier 3: Analysis invents meaning.
Lesson Plan
Lumen Learning

Lumen: Analysis: Putting It Together: Analysis

For Students 9th - 10th Standards
This instructional activity focuses on analysis including an understanding of what analysis is, the keys to effective analysis, and the types of analytic assignments.
Lesson Plan
ReadWriteThink

Read Write Think: It Doesn't Have to End That Way

For Teachers 3rd - 5th Standards
Literary response and prediction are the focus of this lesson plan. Knowing story structure is an important skill for literary analysis, and this gives teachers a way to help students develop this skill. Includes links to web resources,...
Lesson Plan
ReadWriteThink

Read Write Think: Book Sorting: Using Observation and Comprehension

For Teachers Pre-K - 1st Standards
Critical thinking, comprehension and analysis skills are the focus of this physical activity. Good beginning to teaching different ways of looking at things.
Lesson Plan
Science Education Resource Center at Carleton College

Serc: Rainfall and Elevation: A Charting and Critical Thinking Exercise

For Teachers 9th - 10th
In this lab, students will learn to organize and present data in a visual way so that they can then summarize in writing their conclusions about the relationships between the data.
Handout
Other

Exploring Computer Science: Computational Thinking for Everyone

For Teachers 9th - 10th
The head of the Computer Science Department at Carnegie Mellon University, Jeannette M. Wing, presents her vision that computational thinking will be a fundamental skill used by everyone in the world by the middle of the 21st Century.
Lesson Plan
ReadWriteThink

Read Write Think: What Makes Poetry? Exploring Line Breaks

For Teachers 3rd - 5th Standards
This lesson explains how analyzing poetry is a many-layered process. This lesson introduces the special characteristics of poetry and leads students through a look at how poems are structured and why. Includes links to poems and web...

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