Description: An interactive deep dive into the sort of ethical concerns that companies creating AI based systems should consider. Students explore these ideas through role-playing running their own companies and making ethical decisions for those companies
Skills/knowledge you'll gain: Human-centered design, ethics
Length: 10 hours

Curriculum aligns to:
- NGSS Engineering standards
- ISTE standards
- Common Core ELA/Literacy standards
- Also maps to CSTA standards

This resource includes a set of activities, teacher guides, assessments, materials, and more to assist educators in teaching about the ethics of artificial intelligence. These activities were developed at the MIT Media Lab to meet a growing need for children to understand artificial intelligence, its impact on society, and how they might shape the future of AI.

This curriculum was designed and tested for middle school students (approximately grades 5th-8th). Most activities are unplugged and only require the materials included in this document, although unplugged modifications are suggested for the activities which require computer access.

Description: A short deep dive into how facial recognition technology is used, some biases it has, and some ways companies, individuals, and the law are fighting against its use in surveillance
Skills/knowledge you'll gain: Ethics
Length: 1 hour

Curriculum aligns to:
- NGSS Engineering standards
- ISTE standards
- Common Core ELA/Literacy standards
- Also maps to CSTA standards

As we mentioned last episode, one of the best test spaces for building new AI systems are games. This is because games provide a great framework for an AI to learn an objective and slowly improve. In recent years, AI has made huge strides in games from beating Jeopardy! champions to crushing a five-person team in DOTA 2. Today, we’re going to walk you through creating a Tic Tac Toe bot that uses the minimax algorithm to become undefeatable and we’ll talk about evolutionary neural networks like in SethBling’s MarI/O project. Next week we’ll create our very own game and create an AI to master it!

Computer science is about so much more than coding! Learn about AI, machine learning, training data, and bias, while exploring ethical issues and how AI can be used to address world problems.

Description: Learn how conservationists use AI image recognition to save time identifying how and where to protect endangered species. Build your own species-identifying AI system
Skills/knowledge you'll gain: Conservation
Length: 1-2 hours

Curriculum aligns to:
- NGSS Engineering standards
- ISTE standards
- Common Core ELA/Literacy standards
- Also maps to CSTA standards

This assignment is about exploring alternative ways of sharing goods and services and understanding the benefits, drawbacks, and implications of these methods. Students are asked to choose one of seven non-market distribution methods, such as majority rule, contests, force, first-come/first-served, sharing equally, lottery, and personal characteristics, and observe how it is implemented in real-life scenarios. They need to explain the distribution method, who benefits from it, who is excluded, and the advantages and disadvantages of using it. Students also have to find a real-life example of the chosen non-market distribution method, describe how it is used, and assess its fairness and efficiency. Lastly, they are required to include a citation and ensure their submission is no less than 180 words and comprises a list of cited works. The goal of the assignment is to better understand how goods and services are distributed and how these methods affect different groups of people.

CSAwesome is a free College Board endorsed curriculum for AP Computer Science A, an introductory college-level computer programming course in Java

Les ressources pédagogiques numériques créées dans les universités sont actuellement peu mutualisées. Les raisons que nous avançons sont leur manque de visibilité, la fragilité inhérente aux documents numériques, l absence historique de gestion de ce type d objets par les bibliothèques et les questions de propriété intellectuelle. Nous présentons le projet ARPEM, mis en place par Grenoble Universités pour répondre à cette problématique. Les premiers mois de fonctionnement nous permettent de présenter un rapport d étape et les évolutions prévisibles du projet.

In this lesson, students will be presented with a project that they will decompose with their partners without having access to its code and without access to a computer. Students will work in teams to recreate the project shown in the following lesson.

Information is inherently valuable. Access to it, or lack of access, has the potential to affect the quality of one’s life. In this lesson, students will learn how access to information shapes people’s lives and how they can make informed decisions related to access to information in their lives and in their communities.

Il s’agit d’un  fichier Excel (Outil de gestion du stock)

Welcome to Mdumiseni’s video course in the basics of accounting. This course introduces the viewer to the most important principles in accounting. While this course is complicated and requires some understanding of mathematical principles, it is an introductory level course in that no prior background or experience in accounting is required.Best of luck and we welcome your feedback.

This lesson covers the basics of accounting. Things such as debits, credits, T accounts, and normal balance sides. Worksheet number one can be very helpful on future assignments.

This lesson contains a brief overview of the accounting profession. I have included some links to additional information and a couple videos in the presentation. 

Transactions for a merchandising business related to sales and cash receipts will be discussed and practiced. New vocabulary will be reviewed. Customer service scenarios, videos, and role play will also be addressed to go along with this lesson in accounting.