Lesson Plans (Page 17)

Computer Simulation of an Artificial Neural Network

Lesson Plan Grade: 9th-12th

Using the Netlogo platform to run simulations of a basic neural network called the perceptron, students explore a basic, yet powerful, model of machine learning as they are challenged to understand the logic. Students engage in the perceptron model and discover a weakness of the model. The students then move on to run simulations on Netlogo with the multi-layer perceptron which overcomes the weakness in the original perceptron model. Engineering Connection Machine learning… Read more

Could Climate Change Impact the Mosquito-Human Disease Ecosystem?

Lesson Plan Grade: 6th-12th

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Scientists are concerned that climate change could cause the spread of mosquito populations that carry diseases like malaria, West Nile virus, Zika virus, and dengue fever. In this lesson plan, your students will access real-world data on mosquitoes at different locations throughout the United States, and examine the effects of temperature on mosquito populations. Remote learning adaptation: This lesson plan can be conducted remotely. Students can work independently on the Explore section of… Read more

NGSS Performance Expectations:

MS-LS2-4. Construct an argument supported by empirical evidence that changes to physical or biological components of an ecosystem affect populations.
HS-LS2-1. Use mathematical and/or computational representations of phenomena or design solutions to support explanations of factors that affect carrying capacity of ecosystems at different scales.

Count the Seconds

Lesson Plan Grade: 4th-8th

Students design a device that can track a specific amount of time and indicate when that time has passed with a sound or visual signal. They iterate their designs and prototypes to improve repeatability. Learning Objectives Students will: Design and build a device that indicates when a specific amount of time has passed. Use simple machines in their device. Identify the ways in which energy is stored and transferred in their device. Iterate and improve their designs based… Read more

Cricket Wicket Knockdown Challenge for Grades 3-5

Lesson Plan Grade: 3rd-5th

Teach your students about the engineering design process with this fun lesson plan. They will design and build a ball-launching machine to knock down a target. Optionally, they can enter their designs in the 2020 Engineering Challenge for a chance to win a cash prize for your school! Teachers, note that middle school and high school versions of this lesson plan are also available. Read more

NGSS Performance Expectations:

3-5-ETS1-3. Plan and carry out fair tests in which variables are controlled and failure points are considered to identify aspects of a model or prototype that can be improved.
3-PS2-1. Plan and conduct an investigation to provide evidence of the effects of balanced and unbalanced forces on the motion of an object.

Cricket Wicket Knockdown Challenge for Grades 9-12

Lesson Plan Grade: 9th-12th

Teach your students about the engineering design process with this fun lesson plan. They will design and build a ball-launching machine to knock down a target. Optionally, they can enter their designs in the 2020 Engineering Challenge for a chance to win a cash prize for your school! Teachers, note that elementary school and middle school versions of this lesson plan are also available. Read more

NGSS Performance Expectations:

High School - Science & Engineering Practices

Cybersecurity: Denial-of-Service Attack

Lesson Plan Grade: 6th-8th

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Have you or your students ever felt frustrated at not being able to access a favorite website or online game? Did you realize the site might have been a victim of a cyber-attack? If you aren't careful about online security, your own computer could even be used to launch the attack! In this fun lesson plan, you and your students will model one type of attack (a denial-of-service attack) and figure out how to protect the network against it (no computer programming required)! Read more

NGSS Performance Expectations:

MS-ETS1-3. Analyze data from tests to determine similarities and differences among several design solutions to identify the best characteristics of each that can be combined into a new solution to better meet the criteria for success.
MS-ETS1-4. Develop a model to generate data for iterative testing and modification of a proposed object, tool, or process such that an optimal design can be achieved.

Design Your Own 3D Optical Illusions

Lesson Plan Grade: 8th-12th

In this lesson your students will design their own 3D objects that exhibit "anomalous mirror symmetry"—that is, their reflections appear flipped left to right when you put them in front of a mirror. Students will start by defining the outline of a 2D shape using functions. They will then use MATLAB or Python code to convert the 2D shape into a 3D curve that replicates the outline of the 2D shape when viewed from a certain angle. Finally, they will convert the 3D curve into a solid 3D… Read more

Discovering Rainforest Locations

Lesson Plan Grade: 4th-8th

"Global Biomes" © 2012 NASA Socioeconomic Data and Applications Center In this activity, students will compare maps showing worldwide temperature, precipitation, biodiversity, and soil nutrition levels to predict where on our planet rainforests are located. Read more

NGSS Performance Expectations:

4-ESS2-2. Analyze and interpret data from maps to describe patterns of Earth's features.
5-ESS2-1. Develop a model using an example to describe ways in which the geosphere, biosphere, hydrosphere, and/or atmosphere interact.
MS-ESS2-6. Develop and use a model to describe how unequal heating and rotation of the Earth cause patterns of atmospheric and oceanic circulation that determine regional climates.

Drones in High-Tech Farming (Grades 3-5)

Lesson Plan Grade: 3rd-5th

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Students will discover the science behind how a drone works, explore how drones are used in agriculture, and program and operate a drone for the purpose of surveying a field. Read more

NGSS Performance Expectations:

3-5-ETS1-1. Define a simple design problem reflecting a need or a want that includes specified criteria for success and constraints on materials, time, or cost.
3-5-ETS1-2. Generate and compare multiple possible solutions to a problem based on how well each is likely to meet the criteria and constraints of the problem.
3-PS2-1. Plan and conduct an investigation to provide evidence of the effects of balanced and unbalanced forces on the motion of an object.
3-PS2-2. Make observations and/or measurements of an object's motion to provide evidence that a pattern can be used to predict future motion.

Drones in High-Tech Farming (Grades 6-8)

Lesson Plan Grade: 6th-8th

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(Image credit: by ackab1, via Flickr. Creative Commons). Students will discover the science behind how a drone works, explore how drones are used in agriculture, and program and operate a drone for the purpose of monitoring grazing sheep. Read more

NGSS Performance Expectations:

MS-ETS1-1. Define the criteria and constraints of a design problem with sufficient precision to ensure a successful solution, taking into account relevant scientific principles and potential impacts on people and the natural environment that may limit possible solutions.

Lesson Plans (256 results)

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