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Machine Learning Crash Course - Google

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11 to 12
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The Google Machine Learning Crash Course is a free, comprehensive resource designed to introduce educators and learners to machine learning (ML) fundamentals. It offers engaging video...more
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The Google Machine Learning Crash Course is a free, comprehensive resource designed to introduce educators and learners to machine learning (ML) fundamentals. It offers engaging video lessons, practical exercises, and real-world case studies to help users understand core ML concepts, such as supervised learning, neural networks, and fairness in AI. With interactive coding examples in TensorFlow, the course provides hands-on experience, making complex topics more accessible. It is Ideal for teachers looking to integrate emerging technologies into their curriculum or to enhance their own understanding, this resource requires no prior ML experience and is an excellent starting point for exploring artificial intelligence in the classroom. If your district blocks YouTube, then the videos may not be viewable.

tag(s): artificial intelligence (169), careers (140), machines (15)

In the Classroom

Use the video lessons to introduce students to key AI and machine learning concepts, such as data patterns, algorithms, and ethical considerations. Follow up with group discussions about how these technologies impact their daily lives and society. Have students work through the interactive TensorFlow exercises to build simple machine-learning models, such as image or text classifiers. This activity can be tailored for advanced students or after-school coding clubs. Collaborate with math or science teachers to explore how machine learning concepts align with probability, statistics, or scientific research.

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HungerMap Live - World Food Programme

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6 to 12
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HungerMap Live uses publicly available data to examine food security worldwide. Upon accessing the map, viewers immediately see a circle highlighting the current number of countries...more
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HungerMap Live uses publicly available data to examine food security worldwide. Upon accessing the map, viewers immediately see a circle highlighting the current number of countries with very high levels of hunger. Further exploration shows the number of conflict and climate alerts. The dropdown boxes on the map allow you to navigate to specific countries and PDF reports. You can click any circle on the map to visit that area and access in-depth data, including food security and nutrition statistics.

tag(s): climate (82), climate change (94), cross cultural understanding (170), environment (246), maps (215), nutrition (137), STEM (287), sustainability (45)

In the Classroom

This interactive map is helpful for many purposes, including engaging students in exploring food security globally and serving as a research tool for in-depth studies of hunger and poverty worldwide. Access this map when studying specific nations or continents to highlight areas of conflict, climate issues, and poverty. Incorporate this map into your lessons that relate to Sustainable Development Goals (SDGs), find additional resources at TeachersFirst Resources Related to Sustainable Development Goals (SDGs), reviewed here. After allowing students time to explore the map on their own, use the link to the map to create a quiz in Quizizz, reviewed here or share the quiz with students to use as a guide for exploring the available information.

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Build Your Future - Google

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11 to 12
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The "Build Your Future with Google" scholarship website offers a range of scholarship opportunities to help students pursue careers in technology and STEM-related fields. Teachers can...more
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The "Build Your Future with Google" scholarship website offers a range of scholarship opportunities to help students pursue careers in technology and STEM-related fields. Teachers can use this resource to inspire students by sharing real-world pathways to careers in tech. Educators can integrate the website into lessons about career exploration, encouraging students to research scholarships that align with their interests. It can also serve as a starting point for discussions about the skills needed in technology-driven careers and the importance of planning for higher education. Additionally, teachers can guide students in crafting strong scholarship applications, emphasizing writing skills and personal storytelling. The reference videos are hosted on YouTube. If your district blocks YouTube, then they may not be viewable.

tag(s): careers (140), engineering (127), interviews (17), scientists (63), STEM (287)

In the Classroom

Organize a career exploration day where students browse the scholarships on the website and research careers in technology. Conduct a workshop to teach students how to write compelling scholarship essays. Use the application guidelines on the website to create mock applications, helping students practice writing about their goals and achievements. Use the scholarships as a framework for a goal-setting lesson. Students can identify a scholarship that aligns with their interests and develop a plan to achieve the necessary skills and experience to qualify.

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Creatability- Experiments with Google - Google

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4 to 12
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"Creatability by Google Experiments" is a collection of accessible web-based tools designed to explore creative ways of making art, music, and storytelling through technology. These...more
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"Creatability by Google Experiments" is a collection of accessible web-based tools designed to explore creative ways of making art, music, and storytelling through technology. These experiments use artificial intelligence and innovative interfaces to make creative expression more inclusive, particularly for individuals with disabilities. Tools include music-making with gestures, visual art generation through voice input, and interactive storytelling. Teachers can use these tools to inspire students in STEAM activities, foster creativity, and highlight the role of technology in breaking barriers. The website offers an engaging platform for students to experiment with new artistic and technological expression forms.

tag(s): Accessibility (9), artificial intelligence (169), creativity (86), disabilities (31), STEM (287)

In the Classroom

Develop problem-solving and design thinking skills by brainstorming ways to enhance accessibility in creative tools inspired by the Creatability experiments. They present their ideas as sketches, models, or presentations. Students use voice or gestures to create visual art and then curate a virtual class art gallery. Students use the "Move Mirror" or other music-related experiments to create simple compositions by moving their bodies or interacting with their devices. Students use artificial intelligence to generate visuals or sounds that align with their written stories.

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XStockvideo - XStockVideo

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5 to 12
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Xstockvideo has free footage with web resolutions of 960x540 that you can download. Footage includes buildings/landmarks, nature/landscapes, transportation, abstract/textures, education/science,...more
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Xstockvideo has free footage with web resolutions of 960x540 that you can download. Footage includes buildings/landmarks, nature/landscapes, transportation, abstract/textures, education/science, people, animals/pets, holidays/celebrations, and technology. At times, there is a watermark on the footage.

tag(s): creating media (13), video (264)

In the Classroom

Students can download footage of animals or pets to create a "capture that activity," in which they create what the character is saying. For nature or landscapes, students can generate adjective lists to describe what they are seeing. Finally, students can use the multiple footage to create a story.

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MIT App Inventor - MIT App Inventor

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6 to 12
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MIT App Inventor is a free website to learn how to build fully functional apps for Android phones, iPhones, and Android/iOS tablets. Resources under the "For Educators" tab include...more
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MIT App Inventor is a free website to learn how to build fully functional apps for Android phones, iPhones, and Android/iOS tablets. Resources under the "For Educators" tab include teaching, tutorials, Hour of Code, AI with App Inventors, Data Science and Sensors, and books. The MIT App Inventor site has various activities for middle and high school students. The site tutorials allow teachers and students to navigate through difficulties and challenges with ease. In the "teach" section you will find the "Computational Thinking Curriculum" box, teachers can fill out a Google Form to gain access to the "MIT App Inventor Coolthink Computational Thinking (CTCT) Curriculum" Google Drive curriculum.

tag(s): coding (85), computers (109), inventors and inventions (80)

In the Classroom

Students can challenge themselves to create apps and have other students test them out. When creating their apps, students can make a video of themselves sharing the app, how they created the app or a sales pitch about their app using Adobe Express Video Maker reviewed here or the Free Online Screen Recorder, reviewed here. Students can create a rubric on how to judge apps. Finally, students can participate in the activities on the site itself.

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The Purring Test - TED

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3 to 12
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Looking for a quick, engaging brain break? TED's "The Purring Test" offers just that and more. Perfect for adding a playful twist to your classroom, TED's first game, The Purring ...more
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Looking for a quick, engaging brain break? TED's "The Purring Test" offers just that and more. Perfect for adding a playful twist to your classroom, TED's first game, The Purring Test, began with a curious question: "What would it be like to play Pictionary with an AI?" Intended to help understand different types of minds when challenged with quirky associations and unexpected twists, the outcome is usually hilarious and fun. This interactive game invites players to compete against friends and family with new puzzles daily, making it a playful addition to your classroom or a fun way to spark curiosity about AI and communication.

tag(s): artificial intelligence (169), gifted (66), puzzles (144)

In the Classroom

Use this game as a brain break during those long lessons or indoor recess. Turn the daily puzzles into a friendly competition or debate and pair students to play a Pictionary-inspired game, mimicking how AI might interpret their drawings. After playing, lead a discussion on how AI "thinks" compared to humans.

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Classroom Snow Day Activities - Steam Powered Family

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K to 8
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Discover a range of engaging, educational activities that keep kids learning and entertained during snow days. The activities focus on STEAM themes, featuring ideas like making snow...more
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Discover a range of engaging, educational activities that keep kids learning and entertained during snow days. The activities focus on STEAM themes, featuring ideas like making snow volcanoes, building ice sculptures, exploring physics with sledding experiments, and even creating snow art. Each activity provides a unique way for students to explore scientific principles hands-on, making it ideal for teachers who want to turn a winter day into an exciting day of learning.
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tag(s): crafts (62), experiments (53), snow (17), STEM (287)

In the Classroom

Have students create a snow volcano outside or with ice in the classroom. Guide them through adding baking soda and vinegar to watch the "lava" flow, using the reaction as a springboard to discuss chemical reactions and the science behind volcanoes. Challenge students to design paper snowflakes, focusing on symmetry and geometry. Discuss the structure of snowflakes, highlighting how no two are exactly alike, and explore basic geometry concepts through their creations. Have students predict and test which surface or material is best for sleds on snow and discuss concepts like friction, force, and acceleration to connect to science. Challenge students to build a structure or use materials that can insulate an ice cube to prevent it from melting. Students can experiment with various materials and then analyze which ones work best.

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Your First Flying Lesson - Kings Schools

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4 to 8
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The YouTube video "How Airplanes Fly: The Science Behind Flight" provides an introductory overview of the basic principles of flight, covering topics like lift, thrust, and drag in...more
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The YouTube video "How Airplanes Fly: The Science Behind Flight" provides an introductory overview of the basic principles of flight, covering topics like lift, thrust, and drag in an accessible way to students. This video can give students a foundational understanding before diving into hands-on activities or experiments. However, teachers should be aware that some schools may restrict YouTube access, so it's recommended to check availability in advance.
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tag(s): aviation (40), flight (34)

In the Classroom

Have students design, fold, and test different types of paper airplanes. Challenge them to create planes that fly the farthest, stay in the air the longest, or perform loops. This hands-on activity reinforces concepts like lift, drag, and thrust, which were introduced in the video. Supply students with materials like cardstock, paper clips, and tape to build basic gliders. Students can experiment with the design to see how wing size, shape, and weight placement affect flight. Using balloons, straws, and string, create balloon rockets to demonstrate thrust. Use an online flight simulator such as Geo-FS Flight Simulator, reviewed here to let students virtually "fly" an aircraft.

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50 Ideas to Teach about Flight and Aviation - Fizzics Education

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1 to 10
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Read and learn about several STEM activities centered on the science of flight. Find ideas for students of various ages, covering topics such as aerodynamics, the physics of lift, and...more
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Read and learn about several STEM activities centered on the science of flight. Find ideas for students of various ages, covering topics such as aerodynamics, the physics of lift, and propulsion. Activities range from hands-on projects, like building paper planes and model gliders, to technology-based experiences using drones and flight simulators. The article also includes fun experiments like balloon rockets and wind tunnels, making it an excellent resource for fostering curiosity and understanding of aviation and flight concepts.
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tag(s): aviation (40), flight (34), STEM (287)

In the Classroom

Have students make a timeline of the milestone events in flight using a resource like Timelinely, reviewed here or Time Graphics Timeline Maker, reviewed here. Take upper elementary and older students on a virtual field trip to the National Air and Space Museum, reviewed here and have them make a journal on their "trip" using Book Creator, reviewed here or Google Slides, reviewed here. Students can research an early flight pioneer and write a report on them. Have students complete one or more of the STEM activities listed on the website to learn about flight physics.

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Buckingham Palace- Virtual Tour - The Royal Household

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4 to 12
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The Royal website's Buckingham Palace virtual tours offer students a unique glimpse inside one of the UK's most iconic residences. Through 360-degree images and detailed descriptions,...more
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The Royal website's Buckingham Palace virtual tours offer students a unique glimpse inside one of the UK's most iconic residences. Through 360-degree images and detailed descriptions, students can explore the Throne Room, Grand Staircase, and other stately rooms, learning about the palace's architecture, artwork, and history. This website is valuable for English or history classes, providing context on British monarchy, culture, and art. For geography lessons, it introduces students to significant British landmarks, enhancing their understanding of the UK's cultural heritage. The videos are hosted on YouTube. If your district blocks YouTube, then they may not be viewable.

tag(s): architecture (74), art history (93), england (52)

In the Classroom

Use Google My Maps, reviewed here, or other mapping tools for students to create a digital map marking significant landmarks in London, including Buckingham Palace, the Houses of Parliament, and the Tower of London. They can briefly describe each landmark's historical significance and how they relate to British history and culture. Students can research significant events in the history of the British monarchy, including key moments related to Buckingham Palace. They can create a timeline using a free resource such as Timeline Infographic Templates, reviewed here that highlights these events and incorporates visuals, such as pictures of important royal ceremonies past and present at the palace. Have students focus on the architectural style and artworks found within Buckingham Palace. They can research the different architectural elements and select specific artworks to analyze. Present these findings to the class in a digital slideshow using Google Slides, reviewed here.

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Prague Castle- Virtual Tour - Office of the President of the Czech Republic

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5 to 12
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The Prague Castle website's virtual tour offers an immersive experience through one of Europe's largest and oldest castle complexes. Teachers can use this resource to take students...more
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The Prague Castle website's virtual tour offers an immersive experience through one of Europe's largest and oldest castle complexes. Teachers can use this resource to take students on a virtual journey through historical landmarks, Gothic architecture, and culturally significant sites like St. Vitus Cathedral and the Royal Palace. This tour supports lessons on European history, art, and architecture by showcasing the grandeur and historical evolution of the castle. It's an excellent resource for allowing students to explore Czech history and architectural styles from anywhere. If your district blocks YouTube, then the videos may not be viewable.
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tag(s): architecture (74), europe (82), virtual field trips (119)

In the Classroom

Provide students with a list of key features or artifacts to find within the virtual tour (ex., St. Vitus Cathedral, Golden Lane, royal throne). As they navigate, they mark off each item and write a short description or draw a quick sketch of each. This helps them become familiar with significant aspects of Prague Castle in an interactive way. Try the AI site, Scribble Diffusion, reviewed here, that will turn students' sketches into refined drawings. After learning about Prague Castle's role in Czech political history, students can research other European historical castles with political significance. Students imagine themselves as visitors (or historical figures) from a particular historical period and write a journal entry describing a day spent at the castle. Students can research key historical events associated with Prague Castle, creating a timeline that showcases its development from the 9th century to the modern day. They can use the virtual tour to find visuals for each period and present how these moments impacted the castle's structure or purpose using a free platform like Timeline Infographics Templates, reviewed here.

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Friends of Gillette Castle State Park - The Gillette Castle Friends

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4 to 12
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The Gillette Castle Friends website's photo and video gallery offers an engaging glimpse into the unique architecture and history of Gillette Castle, built by the actor William Gillette....more
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The Gillette Castle Friends website's photo and video gallery offers an engaging glimpse into the unique architecture and history of Gillette Castle, built by the actor William Gillette. Teachers can use this resource to visually introduce students to historic architecture, highlighting features like medieval-style design, quirky details, and scenic surroundings. It serves as an engaging tool for discussions on historical preservation, architectural styles, or regional history. The photos and videos allow students to explore the castle's intricate craftsmanship and design, making history more tangible and accessible. The videos are hosted on YouTube. If your district blocks YouTube, then they may not be viewable.
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tag(s): architecture (74), connecticut (4), medieval (33), virtual field trips (119)

In the Classroom

After viewing the gallery, students can create their own "castle" design inspired by Gillette Castle. They can draw floor plans, include unique features like secret passages or quirky rooms, and present their designs to the class, explaining how the original structure inspired them. Students can analyze the unique architectural details shown in the gallery and research why certain design elements (Ex. medieval motifs, custom locks, stonework) were popular or unusual at the time. Inspired by Gillette Castle's mysterious atmosphere, students can write a short story set in the castle, perhaps incorporating its unique features, like hidden rooms or secret staircases, as plot elements. Students could write (and share) their short stories using Google Slides, reviewed here.

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Tour the White House in 360 Degrees - Tour the White House in 360 Degress

Grades
4 to 12
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Tour the White House in 360 Degrees is a free virtual tour that allows you access to the White House's public rooms on the Ground and State Floors. During the ...more
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Tour the White House in 360 Degrees is a free virtual tour that allows you access to the White House's public rooms on the Ground and State Floors. During the tour, you can examine the rooms and the objects inside. Finally, you get information about the rooms and objects by clicking on the circles and using a ruler to take measurements.

tag(s): virtual field trips (119), white house (16)

In the Classroom

A student guide is provided in both Google Slides and PowerPoint. Inside the guide, students learn vocabulary associated with the White House, answer questions, and can access additional resources. Additionally, while taking the virtual tour, students can share their favorite part of the virtual trip and room and explain why. Students can use the virtual ruler to measure the distance and length of objects inside the White House. Finally, students can research more about the creation of the White House or former presidents of the United States.

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Little Inventors - Little Inventors

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K to 8
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Little Inventors is a free website that offers STEM activities for students. Little Inventors allows children to develop and showcase their creativity and problem-solving skills and...more
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Little Inventors is a free website that offers STEM activities for students. Little Inventors allows children to develop and showcase their creativity and problem-solving skills and build their confidence, curiosity, and resilience to become caring citizens of our planet. Challenges include Climate Champion, Ocean Challenge, World of Pollution, Pioneers Inventor log, and Food Waste. Inside the challenges, you will receive challenge cards, visuals, planning pages, curriculum fit, and PowerPoint explaining Little Inventors; note that challenges have deadlines.

tag(s): inventors and inventions (80), STEM (287)

In the Classroom

Have your students participate in the challenges or the open challenge. Students can run an after-school Little Inventors club, which gives teachers/adults information on how to organize the club. Finally, students can share their Little Inventors activities/ideas at a schoolwide showcase.

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Pedagog.ai - Priten Shaw

Grades
3 to 12
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Pedagog.ai supports educators using AI by providing free resources such as a prompt library, lesson plans, and AI tools for teaching and learning. After creating an account, use Pedagog.ai's...more
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Pedagog.ai supports educators using AI by providing free resources such as a prompt library, lesson plans, and AI tools for teaching and learning. After creating an account, use Pedagog.ai's dashboard as a starting point to find and access information. The prompt library includes suggested prompts for all curricular subjects, professional development, student prompts, and teaching strategies. The lesson plans include categories of AI Literacy and Integrating AI to share topics such as Generating Hybrid Animals with AI or AI and Historical Perspective. Visit the Using AI section to gather ideas on using AI to gamify your classroom and how to use AI with student projects.

tag(s): artificial intelligence (169), computers (109), creative writing (124), critical thinking (120), digital literacy (4), editing (93), images (260), media literacy (107), persuasive writing (58), politics (117), population (50), readers theater (12), shakespeare (99), vocabulary (237), vocabulary development (93)

In the Classroom

Include Pedagog.ai as part of your resources for using AI effectively to promote engagement and increase student understanding of classroom lessons. Use the suggested prompts to find ideas for creative activities and assessments, then modify the prompt to fit the needs of your classroom and students. Use the prompts within chat tools such as ChatGPT, reviewed here and Claude, reviewed here and continue asking questions and adding suggestions for making changes until you generate information that fits your needs. Use an organizational tool like Wakelet, reviewed here to save and share your favorite prompts. For example, create a collection of prompts for each subject or class you teach or work with peers to create prompt collections for assessments, lesson ideas, and incorporating teaching strategies.
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Virtual Field Trip on Manufacturing the Future of Aviation - Virtual Field Trip on Manufacturing the Future of Aviation

Grades
5 to 12
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The Virtual Field Trip on Manufacturing the Future of Aviation is a free video series that shows three Boeing manufacturing facilities (Renton, WA, Portland, OR, and Salt Lake City,...more
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The Virtual Field Trip on Manufacturing the Future of Aviation is a free video series that shows three Boeing manufacturing facilities (Renton, WA, Portland, OR, and Salt Lake City, Utah) up close. The videos show how mechatronics, robotics, and ergonomics are shaping the future of aviation manufacturing. Additionally, various skilled STEM professionals share how they use cutting-edge tech to solve real-world challenges.

tag(s): aviation (40), flight (34), STEM (287), virtual field trips (119)

In the Classroom

A teacher's companion guide comes in various languages (English, Arabic, Hindi, Korean, and Spanish). The guide gives pre-, during, and post-activities that align with the Next Generation Science, Common Core Math, and Technology Literacy Standards. Activities listed in the guide include a digital collage, a graphic organizer, and a career profile handout.

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Robert H. Hines Young Inventors Program - University of New Hampshire

Grades
K to 8
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The Young Inventors' Program (YIP) from the University of New Hampshire's Leitzel Center offers an engaging resource for educators to encourage creativity, problem-solving, and STEM...more
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The Young Inventors' Program (YIP) from the University of New Hampshire's Leitzel Center offers an engaging resource for educators to encourage creativity, problem-solving, and STEM skills in students. The program supports teachers in implementing invention education, providing a curriculum that guides students through the invention process from idea generation to prototyping. YIP offers lesson plans, instructional videos, and access to regional invention conventions where students can showcase their creations. The site emphasizes hands-on learning and innovation, making it a valuable tool for teachers aiming to foster inventiveness in their classrooms. If your district blocks YouTube, then the videos may not be viewable.

tag(s): inventors and inventions (80), STEM (287)

In the Classroom

Provide students with materials to prototype and test their inventions. After designing their invention, students can build and test it, iterating based on test results. A free resource such as Prototype Zone reviewed here can be used to plan their invention. Students can research famous inventors and their inventions and then present the story behind the invention. Organize an in-class Invention Fair where students present their original inventions. This activity fosters public speaking, presentation skills, and creativity.

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MultiSim Live Circuit Simulator - National Instruments

Grades
6 to 12
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Multisim is an interactive online platform designed for circuit simulation and electronic design. It provides teachers a practical tool for teaching electrical engineering and electronics...more
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Multisim is an interactive online platform designed for circuit simulation and electronic design. It provides teachers a practical tool for teaching electrical engineering and electronics concepts through hands-on simulations. The website allows students to design, simulate, and test circuits in a virtual environment, making it ideal for classroom use in STEM education. Multisim offers several free features, including a free software trial, educational resources like tutorials and guides, pre-built circuit simulation examples, and access to recorded webinars and instructional videos. Additionally, the platform includes pre-built templates, components, and analysis tools to help students understand circuit behavior, enabling teachers to create engaging lab activities, project-based learning, and real-world problem-solving tasks. If your district blocks YouTube, then the videos may not be viewable.
This site includes advertising.

tag(s): circuits (21), electricity (62), engineering (127), simulations (14), STEM (287)

In the Classroom

Organize a challenge where students must design a circuit that meets specific criteria, such as creating a basic amplifier or a light-activated switch. Have students research a real-world electronic device and identify its key circuits. Assign students to explore different electronic components available in Multisim, such as capacitors, inductors, and diodes. After designing and simulating a circuit in Multisim, students can collect data on its performance and represent their findings on graphs and charts on a resource such as Canva Infographic Creator reviewed here.

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Great Buildings Online - Artifice, Inc.

Grades
3 to 12
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The website Bucket List Travels offers a curated list of the world's greatest historic buildings, providing detailed information on each site's cultural and historical significance....more
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The website Bucket List Travels offers a curated list of the world's greatest historic buildings, providing detailed information on each site's cultural and historical significance. Teachers can use this resource to introduce students to global history, architecture, and cultural heritage. Suggested classroom activities include virtual tours, student presentations on favorite historic buildings, or research projects comparing architectural styles across different civilizations.
This site includes advertising.

tag(s): architecture (74)

In the Classroom

Have students create a travel brochure or poster showcasing their chosen building and its key features. Students research different architectural styles from the buildings listed and create a visual timeline that shows the evolution of architecture using a resource such as Timeline Maker reviewed here. Students can create a 3D model or drawing of the building, showing key architectural elements. After learning about various historic buildings, students design their own building using inspiration from the architectural styles and historical functions they studied.

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