Machine Learning Concepts

An individual exploration into the ethical dilemmas posed by AI technologies. Students will critically analyze real-world cases and form their own ethical stance. This lesson is important as it encourages students to think deeply about the impact of technology on society and their personal values. Designed for 11th-grade students, it spans one 80-minute session.

This lesson prepares teacher-trainers to guide future vocational education teachers in ethical AI use in education. Over a 90-minute Tier 1 session, participants will explore ethical principles, case studies, and practical strategies to integrate AI responsibly.

This lesson explores practical applications of AI tools for academic research, creative projects, and problem-solving. It teaches 10th-grade students how to leverage AI effectively and ethically as a productivity tool. Designed for a 10th-grade class and will run for 75 minutes.

In this engaging lesson for 6th to 8th graders, students will explore the environmental impacts of Artificial Intelligence (AI). They'll weigh the pros and cons of AI usage and discuss its potential harm or benefit to the environment. This lesson is crucial for raising awareness about technology's ecological footprint and fostering critical thinking about sustainable practices. The session will last 45 minutes and include a lesson plan, activity, game, discussion, and quiz.

In this engaging 8th-grade lesson, students will explore the potential dangers of artificial intelligence (AI) in a 45-minute session. Through group discussions and activities, students will gain a deeper understanding of AI's impact on society and the ethical considerations involved. This lesson is crucial as it empowers students to think critically about technology and its implications for the future.

Dive into case studies of AI misuse in real-world settings and evaluate ethical dilemmas to build responsible decision-making skills. This Tier 2 small-group lesson for 12th graders runs 50 minutes and guides students through understanding AI ethics frameworks, applying them to cases, and reflecting on responsible AI use.

In this 45-minute Tier 1 lesson for 12th graders, students explore how AI influences career planning and decision-making. Through an overview, interactive slides on AI tools for job exploration, and a guided worksheet, students critically evaluate AI career guidance tools and reflect on responsible AI use. Materials include a lesson plan, slide deck, and worksheet.

This lesson explores the various use cases of AI in driving social impact, focusing on how technology can address global challenges. It's designed for adult learners in a single 45-minute session, aiming to inspire and educate on the potential of AI to create positive change in society.

Understand the binary number system and how data is represented in computers.

In this 30-minute worksheet activity, 7th graders analyze and distinguish between real and AI-generated content to build critical digital literacy and skepticism skills. This Tier 1 lesson supports students’ understanding of AI’s role in media and enhances their ability to identify AI outputs, promoting safer online engagement.

In this engaging 30-minute lesson, 10th graders discover how artificial intelligence intersects with social-emotional development. Students explore real-world scenarios, discuss ethical considerations, and build empathy by evaluating AI’s impact on human interactions. Tier 1 classroom lesson with interactive activities and reflection prompts.

7th graders explore ethical dilemmas involving AI through real-world scenarios, fostering critical thinking about technology’s impact. This 30-minute, single-session lesson helps students understand responsibility and decision-making in the age of AI.

In this engaging 45-minute session, 5th graders will explore algorithmic bias and the importance of fairness in digital tools. This lesson builds critical thinking, digital literacy, and awareness of how AI impacts society, empowering students to become informed digital citizens.

This lesson introduces IGCSE students to the fundamental concepts of risk evaluation, helping them understand how to identify, assess, and manage risks in various contexts. This 1-hour session provides practical tools for students to apply risk evaluation in their daily lives and future endeavors. Suitable for a whole classroom setting.

Students will learn how AI algorithms curate news feeds and the implications for information consumption. This lesson is essential for understanding media literacy in the digital age, especially for an 11th-grade class. The session will last 80 minutes and is designed as a Tier 1 classroom-wide support.

In this 20-minute individual lesson for 7th graders, students explore real-life dilemmas and reflect on the ethical use of AI tools. This session builds digital responsibility through guided scenarios, visuals, and personal journaling.

In this 30-minute, single-session lesson for 5th graders, students are introduced to AI assistants to understand their capabilities and limitations. Through interactive activities like Guess the Bot, a guided slide deck, and a scripted teaching approach, learners practice crafting effective AI questions—a vital digital literacy skill for their future careers and everyday life.

Students embark on a guided exploration of real-world AI dilemmas, learning to balance technological innovation with ethical responsibility. This Tier 1, single-session lesson equips 12th graders with digital citizenship and moral reasoning skills in a 55-minute class.

In this lesson, students will explore the concept of choices and their potential consequences through interactive activities. This lesson aims to enhance students' understanding of responsibility and decision-making, which are crucial skills for personal and academic success. By engaging in discussions and activities, students will learn to evaluate their options and consider the outcomes of their decisions.

In this 90-minute 12th-grade lesson, students explore how AI is revolutionizing medicine under the theme "Scientific Innovation and Creation." They’ll investigate real-world applications, grapple with ethical dilemmas, and design their own AI-driven medical solutions. This lesson builds critical thinking, STEM literacy, and ethical reasoning.

Dans cette séance de 30 minutes, les étudiants de premier cycle apprendront à comprendre ce qu’est une IA générative, à évaluer différents modèles disponibles et à formuler des prompts efficaces pour obtenir des résultats optimaux. Ce module est essentiel pour développer leurs compétences en communication avec les IA, compétence clé dans le monde professionnel et académique d’aujourd’hui.

This individual 30-minute lesson is for a 10th-grade female student who is creating edited images of herself and another person. It focuses on the ethical implications of using the internet and AI for image editing, promoting responsible digital citizenship and emphasizing respect for oneself and others online.

In this 30-minute 10th grade Tier 1 lesson, students will learn why it’s essential to verify information from AI tools, how AI can “hallucinate” or present falsehoods, and strategies to spot and correct AI mistakes. This lesson builds critical digital literacy skills vital for responsible AI use.

Explore the concept of self-awareness by delving into personal identity, traits, and aspirations. This lesson will help students gain a deeper understanding of themselves, which is crucial for personal growth and emotional intelligence.

In this 30-minute session, adult learners will explore Benjamin Bloom’s taxonomy to improve their teaching and training strategies. This lesson offers a hands-on experience in categorizing learning objectives, making instructional design more effective and targeted. Ideal for small group facilitation (Tier 2), it bridges theory and practice.

Engage in a series of challenges that test students' problem-solving skills using computers. This lesson is designed to improve critical thinking and adaptability for a 7th Grade Group. The session will last 55 minutes and is classified as Tier 2: Group support, focusing on enhancing specific skills in a small group setting.

This lesson encourages IGCSE students to reflect on the consequences of their actions and decisions. Through various activities, students will learn to consider potential outcomes and develop responsible decision-making skills. Designed for a 1-hour session with a whole classroom (Tier 1).

A scientific exploration of probability and statistics through games of chance themed around St. Patrick's Day. This lesson supports logical reasoning and math skills for a high school class, designed to be completed in one 55-minute session. Students will engage in fun activities that make learning probability exciting and relevant to real life.

This four-lesson series aims to help 3rd graders explore, identify, express, and reflect on their emotions. Through interactive activities, videos, and discussions, students will develop a deeper understanding of their feelings, enhancing their emotional intelligence and fostering a supportive classroom environment.

This lesson invites 8th graders to explore how automation and AI may transform future jobs, empowering them with strategies to adapt and thrive. Through a whole-class discussion format, students will voice opinions, predict trends, and reflect on personal career planning.

This lesson introduces 5th graders to the concept of emotional intelligence through engaging activities and discussions. By understanding and managing their emotions, students can improve their social interactions and personal well-being. This lesson is crucial as it equips students with skills to navigate their emotions, fostering a supportive and empathetic classroom environment.

This lesson is designed for high school students who are struggling in their courses. The objective is to teach them how to effectively use AI tools and YouTube as resources to assist with their studies, while also incorporating SEL strategies to enhance their overall high school experience. The lesson is designed to be completed in 20 minutes.

This lesson encourages students to engage in deep reflection about their emotions, thoughts, and behaviors to understand their inner self better. It aids in developing emotional intelligence and self-regulation.

Introduce Pre-K students to the basics of computer science through a fun and interactive session using colors to represent simple coding concepts. This lesson will help young learners develop problem-solving skills and understand sequencing in a playful manner, making it an ideal introduction to computational thinking.

This lesson introduces the concept of Emotional Intelligence (EI), its importance, and practical skills to manage emotions. It includes watching a video, group discussions, and activities to help students understand and improve their EI skills.

In this lesson, students will be introduced to basic coding concepts through a series of fun and interactive coding challenges. This will help them develop computational thinking and problem-solving skills in a playful and engaging environment.

This lesson explores the psychological and physiological aspects of emotions, helping students understand how emotions manifest in the body and mind. Through experiments and group discussions, students will gain insights into the science behind emotions, fostering a deeper understanding of their own emotional experiences and those of others. This lesson is crucial for developing emotional intelligence and empathy, which are essential skills for personal and social development.

Engage students in grades 5-8 with decision-making exercises that help them explore real-life scenarios and their outcomes. This interactive lesson will guide them through evaluating options and understanding consequences, fostering critical thinking.

In this lesson, students will explore the concepts of control and influence through interactive group activities and discussions. They will create a visual map to identify what they can control and what they can influence in their lives. This lesson is important as it helps students develop self-awareness and decision-making skills, empowering them to focus on areas where they can make a difference.

This lesson helps 10th-grade students understand the impact of their decisions by analyzing various risk scenarios. Through interactive activities, students will learn to map out potential consequences, fostering thoughtful decision-making in real-life situations. This single-session, 30-minute lesson focuses on decision trees, risk analysis, and digital citizenship.

This lesson invites students to explore the concept of bias, both conscious and unconscious, through interactive discussions and reflective activities. Students will learn how biases form and impact decision-making, fostering self-awareness and empathy. This lesson is important as it helps students develop critical thinking and empathy, essential skills for navigating diverse environments and making informed decisions.

Dive into the ripple effect of our choices through real-life multimedia cases, peer discussion, and personal reflection. Students will develop responsible decision-making skills by analyzing unseen impacts and articulating their own takeaways. Audience: 8th Grade, 1 session (55 min), Tier 1.

In this 90-minute Tier 1 professional development session, teachers will explore the difference between natural and logical consequences, practicing how to apply each to classroom behavior management. Understanding these consequences helps teachers foster student accountability and supportive learning environments.

In this 'Mind Gym' lesson, students will engage in a series of mental challenges and brain teasers designed to improve cognitive flexibility and focus. This lesson is important as it encourages critical thinking, problem-solving, and creativity, which are essential skills for lifelong learning. By participating in these activities, students will also develop perseverance and the ability to approach problems from different angles.

In this lesson, students will engage in empathy mapping to explore and understand the feelings and perspectives of characters in case studies. This activity is designed to enhance students' emotional intelligence by encouraging them to consider different viewpoints and develop a deeper understanding of others' emotions. By the end of the lesson, students will have improved their ability to empathize and analyze emotional contexts.

This lesson empowers IGCSE students with a robust problem-solving framework, moving beyond rote memorization to foster critical thinking and adaptability. Students will learn a structured approach to tackle challenges in academics and daily life. Designed for IGCSE students, this single session lasts 60 minutes.

Students will learn the basics of emotional intelligence (EI) and its impact on communication and collaboration. By understanding and managing their own emotions and recognizing those of others, students can enhance teamwork and empathy in group settings. This lesson includes an introductory video, discussion, and group activities to practice EI skills.

This interactive lesson challenges students to evaluate the consequences of impulsive actions versus thoughtful decisions. It enhances critical thinking and self-reflection skills, essential for personal growth.

In this individual lesson, a student explores how their decisions can have wide-reaching impacts on their community and environment. This lesson promotes social responsibility and awareness.

In this lesson, students will learn to identify and categorize problems based on their size. This is important as it helps children understand that not all problems are equally significant and that they can manage their reactions accordingly. By using game-based learning, students will engage in a fun and interactive way to grasp this concept, enhancing their social-emotional skills.

Engage small groups in activities that require them to make choices and reflect on the consequences, fostering a deeper understanding of decision-making processes. This lesson helps students practice collaboration and communication, essential skills for personal and academic success. Designed for 7th-grade groups, this 60-minute session is part of a Tier 2 support strategy.

This lesson aims to help 10th-grade students understand the concepts of bias and implicit bias through experiential and game-based learning. By engaging in activities and discussions, students will explore how biases can influence perceptions and decisions, and learn strategies to recognize and mitigate them. This lesson is crucial for developing critical thinking and empathy, fostering a more inclusive and understanding classroom environment.

This lesson explores the complex relationship between perception, values, and risk-taking behavior, specifically focusing on substance use. Students will learn to distinguish between possible and probable risks, understand the consequences of substance use, and recognize how strong decision-making skills can mitigate risky choices. This single-session lesson is designed for high school students and will run for 45 minutes.

This lesson introduces 8th-grade students to the basic parts of a computer and the fundamentals of coding. Through engaging activities and collaborative learning, students will explore how computers work and begin to understand coding concepts. This lesson is crucial for building foundational knowledge in technology, which is essential for future academic and career opportunities.

This lesson introduces 8th-grade students to the basic parts of a computer and the fundamentals of coding. Through engaging activities and collaborative learning, students will explore how computers work and begin to understand coding concepts. This lesson is crucial for building foundational knowledge in technology, which is essential for future academic and career opportunities.

This lesson introduces 8th-grade students to the basic parts of a computer and the fundamentals of coding. Through engaging activities and collaborative learning, students will explore how computers work and begin to understand coding concepts. This lesson is crucial for building foundational knowledge in technology, which is essential for future academic and career opportunities.

This lesson engages participants in problem-based learning to address local safety concerns. By fostering collaboration between grassroots organizations and police departments, the lesson aims to develop actionable community safety plans. This approach not only enhances critical thinking and teamwork but also strengthens community-police relations, leading to sustainable safety solutions.

In this session, students will analyze why some decisions are more difficult than others and learn strategies to manage decision-making anxiety. This lesson aids in emotional regulation and self-awareness, designed for an 8th-grade group. It will be conducted in a single 30-minute session, focusing on Tier 2 group support.

This lesson introduces students to the concept of metacognition, encouraging them to become aware of their own thinking processes. Through reflective activities and strategy development, students will learn to evaluate and enhance their learning techniques, boosting their independence and academic success.

This 30-minute lesson for 10th-grade students focuses on personal identity, helping them understand themselves beyond societal labels. Students will create an identity map and reflect on the impact of labels, fostering self-worth and a deeper understanding of lived identity. It covers identity mapping, labels and bias, and self-worth.

In this lesson, students will explore the concept of making responsible and independent decisions through a collaborative activity and a video. The lesson will help students understand the importance of considering consequences and making ethical choices. By engaging in discussions and role-playing scenarios, students will develop critical thinking and empathy skills, which are essential for personal and social development.

In this lesson, students will learn to identify and categorize problems based on their size and significance. This skill is crucial for developing emotional intelligence and problem-solving abilities. By understanding the size of a problem, students can better manage their reactions and find appropriate solutions.

An exploration of social media platforms, their impact on society, and safe usage practices.

This lesson helps 3rd graders understand that their decisions have consequences, both good and bad. It teaches them to think before they act, promoting responsible decision-making. (Audience: 3rd Grade, 1 session, 30 minutes)

Help students identify and manage their emotions effectively to build emotional intelligence.

A science-inspired approach where high school students experiment with scenarios and record emotional reactions, fostering analytical self-awareness. In this 55-minute, single-session Tier 1 lesson, students will identify and analyze their own emotions, supporting CASEL’s self-awareness goals.

This lesson introduces 3rd graders to the concept of 'problem size', helping them differentiate between small, medium, and large problems. By understanding problem size, students can better manage their reactions and responses to various situations. This lesson is important as it equips students with essential social-emotional skills, fostering resilience and emotional regulation.

This lesson empowers students to understand and manage their emotions to make better decisions. Through engaging discussions and practical exercises, students will learn strategies to navigate emotional influences effectively. Designed for 12th-grade students, this 45-minute session focuses on emotional intelligence and decision-making skills.