Machine vision. Data wrangling. Reinforcement learning. What do these terms even mean? In AI 101, MIT researcher Brandon Leshchinskiy offers an introduction to artificial intelligence that's designed specifically for those with little to no background in the subject. The workshop starts with a summary of key concepts in AI, followed by an interactive exercise where participants train their own algorithm. Finally, it closes with a summary of key takeaways and Q/A. All are welcome!

Learn the fundamentals of machine learning to help you correctly apply various classification and regression machine learning algorithms to real-life problems.

Students synthesize their understanding of adaptations by playing a “go fish” style game to collect sets of organisms with physical and behavioral adaptations.

Educators Guide for this unit:
http://education.eol.org/lesson_plans/2-5_Adaptations_LessonOverview.pdf

Lessons in this unit:

Adaptations Activity 1: Adapting to the Environment
Adaptations Activity 2: Physical Adaptations
Adaptations Activity 3: Behavioral Adaptations
Adaptations Activity 4: Go Adapt!
Adaptations Activity 5: Create a Creature

Finches on the Galapagos Islands have evolved to exploit almost every possible niche. This diagram shows the range of food sources available on the island and the different beak shapes adapted to exploit each of them.

In this Evolution Web feature, test your skills at judging who's who on the tree of life while you learn about the tools and methods of cladistics.

These images from the Smithsonian Institution depict Nancy Knowlton's work with snapping shrimp in Panama. Knowlton found that the closing of the isthmus -- dividing the Pacific Ocean from the Caribbean -- resulted in new species of shrimp.

Students are introduced to the classification of animals and animal interactions. Students also learn why engineers need to know about animals and how they use that knowledge to design technologies that help other animals and/or humans. This lesson is part of a series of six lessons in which students use their growing understanding of various environments and the engineering design process, to design and create their own model biodome ecosystems.

This course provides a graduate-level introduction to stellar astrophysics. It covers a variety of topics, ranging from stellar structure and evolution to galactic dynamics and dark matter.

This curriculum builds upon many years of educating students in the garden and scales up content across grades and lessons for instructional scaffolding. It is designed as an interactive teaching tool to be co-taught with classroom teachers and garden instructors as leads. Each lesson connects directly to standards: Next Generation Science, Common Core State, Physical Education, and Environmental and Health Education. The concise and easy to-follow lessons are a packed 45 minutes for preschool through fifth grade. Flexibility is important, so some lessons include several activities that teachers can choose from to accommodate their lesson plans. Consistency is also important, so lessons follow themes and structures found in the Curriculum Map. 360 pages.

The purpose of this resource is to quantitatively evaluate the accuracy of a classification system. Students sort birds into three possible classes based on each bird's beak: carnivores, herbivores, and omnivores. Students compare their answers with a given set of validation data.

This activity is an introduction to the study of birds. Students will gain observation and classification skills.

In this interactive activity from Shedd Aquarium, build a fish and then release it into the reef to search for food and evade predators. Try different combinations and observe how each kind of fish has unique adaptations that help it survive in its habitat.

In this video segment from NatureScene, explore Cartwheel Bay, a wetland in South Carolina, and learn about the variety of carnivorous plants native to this unique landform.

This activity is a classroom lab where students observe and classify chemical and physical changes using the five characteristics of a chemical change, interpret their findings, and use evidence to support their findings.

Students learn that ordinary citizens, including students like themselves, can make meaningful contributions to science through the concept of "citizen science." First, students learn some examples of ongoing citizen science projects that are common around the world, such as medical research, medication testing and donating idle computer time to perform scientific calculations. Then they explore Zooniverse, an interactive website that shows how research in areas from marine biology to astronomy leverage the power of the Internet to use the assistance of non-scientists to classify large amounts of data that is unclassifiable by machines for various reasons. To conclude, student groups act as engineering teams to brainstorm projects ideas for their own town that could benefit from community help, then design conceptual interactive websites that could organize and support the projects.

Grade Level:9-11Subject:ALS: AnimalsDuration: 150 minutesDOK Level: 4SAMR Level: Redefinition Indiana Standard: ALSA.1.1 Explain the classification of organisms based on a hierarchical taxonomy including kingdom, division, class, order, family, genus, and species. ALSA.1.2 Distinguish the five kingdoms of organisms, and more specific taxonomy of agricultural species of animals ALSA.1.3 Identify animals using a taxonomic keyObjective: Students will be able to explain the classification of organisms based on Carolus Linnaeus and create a taxonomic key with no more than two errors.  Essential Question: Why is it important to have a standard classification and naming system in the science community.Procedure: Have the students write their meaning of the terms in the google slide Classification_2017Divide the class into groups of threeHandout 20 buttons to each groupHave the groups organize the buttons into categories (allow 15 min)Have each group explain how they organized their buttons Give the Classification_2017 presentationClass discussion on the importance of standard systems. Bring the buttons back.Demonstrate how to make a taxonomic key with five buttonsExplain and give the students the project details through google classroom (Taxonomy Project )Product or Assessment: The use of google docs or slides to create their own taxonomic key for futuristic animals. 

Students explore the importance and process of classification. Students apply the concept of biological classification to a real hierarchy of birds, analyzing bird photos and organizing them into groups based on physical characteristics.

Students use EOL Species Cards to sort and make observations of animals, then use the RAFT writing strategy to create short presentations about the characteristics of each major group of animals.

After learning about and observing the differences between flowering and nonflowering plants, students go outside and search for plants in schoolyard, keeping notes and drawings of their observations.

Students apply their understanding of physical characteristics and biological classification of different organisms through a game of classification "Go Fish!"