This animated essay from the American Experience Web site explains the difference …
This animated essay from the American Experience Web site explains the difference between alternating and direct electric current and offers in-depth explanations about the role played by a battery, light bulb, wire, and generator. Grades 6-12.
Solving circuits with differential equations is hard. If we limit ourselves to …
Solving circuits with differential equations is hard. If we limit ourselves to sinusoidal input signals, a whole new method of AC analysis emerges. Created by Willy McAllister.
Here's a preview of how AC analysis is going to work. To …
Here's a preview of how AC analysis is going to work. To get ready we need to review some of the ideas from trig and complex numbers. Created by Willy McAllister.
We break a sinusoidal input voltage into two complex exponentials. Using superposition, …
We break a sinusoidal input voltage into two complex exponentials. Using superposition, we can recover the complex output signals and reassemble them into a real sinusoidal output voltage. Created by Willy McAllister.
Welcome to The AI Challenge, a self-paced Design Forward module created to …
Welcome to The AI Challenge, a self-paced Design Forward module created to build faculty capacity with generative artificial intelligence (GENAI). In each topic page you will find related resources, questions, and activities.
Since this is a self-paced module, you should proceed in whatever way makes you comfortable. Feel free to take as little or as much time as necessary and focus on whatever components resonate most deeply with you and your own pedagogical value and needs.
Description: Students play with an AI that can react to their movement, …
Description: Students play with an AI that can react to their movement, and choreograph something that uses this tool. They can show off their choreography to the rest of the class Skills/knowledge you'll gain: Movement, collaboration Length: 1-4 hours
Curriculum aligns to: - NGSS Engineering standards - ISTE standards - Common Core ELA/Literacy standards - Also maps to CSTA standards
Description: AI can create realistic-looking images and videos that were never actually …
Description: AI can create realistic-looking images and videos that were never actually filmed or taken as a photo. These images and videos are called deepfakes. This is a quick lesson requiring no background where students learn about deepfakes, as well as ways to verify information that they see Skills/knowledge you'll gain: Critical thinking Length: 1 hour
Curriculum aligns to: - NGSS Engineering standards - ISTE standards - Common Core ELA/Literacy standards - Also maps to CSTA standards
Description: A quick and fun way to become familiar with some core …
Description: A quick and fun way to become familiar with some core ideas of modern AI while playing with Google Quick, Draw Skills/knowledge you'll gain: Understanding of what AI is, privacy and bias concerns Length: 1 hour
Curriculum aligns to: - NGSS Engineering standards - ISTE standards - Common Core ELA/Literacy standards - Also maps to CSTA standards
Description: An interactive deep dive into the sort of ethical concerns that …
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
Description: A short deep dive into how facial recognition technology is used, …
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
Learn about the implementation and practical aspects of Artificial Intelligence and how …
Learn about the implementation and practical aspects of Artificial Intelligence and how to write a plan for applying AI in your own organization in a step-by-step manner.
This course is not about difficult algorithms and complex programming; it is a course for anyone interested in learning how to integrate AI into their own organization.
To understand how current Artificial Intelligence applications can be successfully integrated in organizations, we look at different examples. For instance, how ING uses reinforcement learning for personalized dialog management with its customers or how Radboud UMC uses diagnostic image analysis to discover early stages of infectious diseases.
As part of our two-course program ‘AI in Practice’, this course will guide you in the practical aspects of applying AI in your own organization. You will examine typical applications of AI in use already and learn from their experience. These include challenges of implementation, lifecycle aspects, as well as the maintenance and management of AI applications.
The course presents a variety of case studies from actual situations in public organizations and private enterprises in the healthcare, financial, retail and telecommunications sectors. These include Radboud UMC, the Municipality of Amsterdam, ING, Ahold Delhaize and KPN.
‘AI in Practice – Applying AI’ gives you the ammunition to understand the practical aspects required for the implementation of a variety of AI applications in your organization.
This course, AI in Practice: Preparing for AI, is the 1st course …
This course, AI in Practice: Preparing for AI, is the 1st course of the online education program AI in Practice. The course gives you a kaleidoscope of examples of applications of AI in various organizations, outlines the state of the art in modern AI research, and provides practical tools for integrating AI into your own organization. The program AI in Practice is built from two initial courses, AI in Practice: Preparing for AI and AI in Practice: Applying AI.
The AI in Practice: Preparing for AI course is designed for people who want to apply AI in their own practical situation.
For the experienced manager who wants to know what AI can do for her own organization. For the data analyst or business consultant who wants to understand how AI can be applied in the business processes of the company for which they work. For the student who wants to understand how the results of AI research can be translated into practical applications.
A one-stop shop to get started on the key considerations about data …
A one-stop shop to get started on the key considerations about data for AI! Learn how crowdsourcing offers a viable means to leverage human intelligence at scale for data creation, enrichment and interpretation, demonstrating a great potential to improve both the performance of AI systems and their trustworthiness and increase the adoption of AI in general.
Description: Learn how conservationists use AI image recognition to save time identifying …
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
Student groups create working radios by soldering circuit components supplied from AM …
Student groups create working radios by soldering circuit components supplied from AM radio kits. By carrying out this activity in conjunction with its associated lesson concerning circuits and how AM radios work, students are able to identify each circuit component they are soldering, as well as how their placement causes the radio to work. Besides reinforcing lesson concepts, students also learn how to solder, which is an activity that many engineers perform regularly giving students a chance to be able to engage in a real-life engineering activity.
For students interested in studying biomechanical engineering, especially in the field of …
For students interested in studying biomechanical engineering, especially in the field of surgery, this lesson serves as an anatomy and physiology primer of the abdominopelvic cavity. Students are introduced to the abdominopelvic cavity—a region of the body that is the focus of laparoscopic surgery—as well as the benefits and drawbacks of laparoscopic surgery. Understanding the abdominopelvic environment and laparoscopic surgery is critical for biomechanical engineers who design laparoscopic surgical tools.
This activity focuses on getting the students to think about disabilities and …
This activity focuses on getting the students to think about disabilities and how they can make some aspects of life more difficult. The students are asked to pick a disability and design a new kind of sport for it.
Students learn about the concepts of accuracy and approximation as they pertain …
Students learn about the concepts of accuracy and approximation as they pertain to robotics, gain insight into experimental accuracy, and learn how and when to estimate values that they measure. Students also explore sources of error stemming from the robot setup and rounding numbers.
At this point in the unit, students have learned about Pascal's law, …
At this point in the unit, students have learned about Pascal's law, Archimedes' principle, Bernoulli's principle, and why above-ground storage tanks are of major concern in the Houston Ship Channel and other coastal areas. In this culminating activity, student groups act as engineering design teams to derive equations to determine the stability of specific above-ground storage tank scenarios with given tank specifications and liquid contents. With their floatation analyses completed and the stability determined, students analyze the tank stability in specific storm conditions. Then, teams are challenged to come up with improved storage tank designs to make them less vulnerable to uplift, displacement and buckling in storm conditions. Teams present their analyses and design ideas in short class presentations.
Students are provided with an introduction to above-ground storage tanks, specifically how …
Students are provided with an introduction to above-ground storage tanks, specifically how and why they are used in the Houston Ship Channel. The introduction includes many photographic examples of petrochemical tank failures during major storms and describes the consequences in environmental pollution and costs to disrupted businesses and lives, as well as the lack of safety codes and provisions to better secure the tanks in coastal regions regularly visited by hurricanes. Students learn how the concepts of Archimedes' principle and Pascal's law act out in the form of the uplifting and buckling seen in the damaged and destroyed tanks, which sets the stage for the real-world engineering challenge presented in the associated activity to design new and/or improved storage tanks that can survive storm conditions.
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