A video that discusses machine learning and the three types of bias – human, latent and selection bias. About 900,000 views. Important Note Content Editors rate, curate and regularly update what we believe are the top 11% of all AI resource and good practice examples and is why our content is rated from 90% to … Read More » “From Google: Machine learning and human bias”
Why developing ethical AI is important from the perspective of understanding ten of the most important risks. Over 20,000 views. Discusses technological dependency, job replacement, algorithmic bias, non-transparent decision making, value-misalignment, lethal autonomous weapons, re-writable goals, unintended consequences of goals and decisions, existential risk from super-intelligence, and heuristic manipulation. Important Note Content Editors rate, curate … Read More » “From Arizona State University’s Risk Innovation Lab: Ten risks presented by AI”
Every time this website is refreshed, the AI’s neural network generates a shockingly realistic but totally fake picture of a person’s face. Do they look real to you? It’s equal parts creepy, fun and amazing. This website was created by Philip Wang to demonstrate what GANS (a special kind of AI called generative adversarial networks). … Read More » “From ThisPersonDoesNotExist: Creepy and Realistic Randomly Generated Fake Faces”
In its survey of more than 1,400 people from Ireland, Germany, Mexico, Colombia, UK, and the US, HubSpot found that many respondents did not know that they were already using AI and of the respondents who said they have not used AI, 63 percent were actually using it. They just were not aware that they … Read More » “From ZDNet: Two out of three consumers don’t realize they’re using AI”
Young people increasingly live in a world transformed by artificial intelligence and those who understand and leverage it will live richer and more fulfilling lives. This article provides a framework and an interactive experiment for teachers and parents to begin having a conversation about ethical AI. You can learn more by clicking on any of … Read More » “From FOSI: Ethical AI. What does it mean? Why is it important? Why is it so difficult to do?”
How to design an AI curriculum, teach in real life and create an educational AI YouTube video. About 20,000 views. Teaching AI is the best way to learn AI, according to the author. In this video, he covers the three very important topics. Tools include GitHub, Final Cut Pro, the charisma on command YouTube channel, … Read More » “From Siraj Raval: How to teach AI”
The “danger” of AI is less killer robots and more likely the everyday kinds of things gone wrong – such as AI-designed ice cream flavors that are Pumpkin Trash Break, Peanut Butter Slime and Strawberry Cream Disease. Ugh. Over 1,300,000 views. Important Note Content Editors rate, curate and regularly update what we believe are the … Read More » “Best of TedX: the “danger” of AI is weirder than you think”
Can A.I. make music? Can it feel excitement and fear? Is it alive? The first video in an eight part documentary about The Age of AI, Will.i.am and Mark Sagar push the limits of what a machine can do. How far is too far, and how much further can we go? Over 43,000,000 views. Important … Read More » “A YouTube Original: the age of AI – how far is too far?”
How do all the algorithms around us learn to do their jobs? About 5,000,000 views. Important Note Content Editors rate, curate and regularly update what we believe are the top 11% of all AI resource and good practice examples and is why our content is rated from 90% to 100%. Content rated less than 90% … Read More » “From CGP: How machines learn”
Watch 116 7-15 minute videos by Andrew Ng that teach supervised learning , unsupervised learning, special applications and topics, and advice on building a machine learning system. Supervised learning topics covered include linear regression. logistic regression, neural networks and SVMs. Unsupervised learning topics covered include K-means, PCA, and anomaly detection. Special applications and topics covered … Read More » “From Andrew Ng: Learning about AI/ML for free with me as your teacher”
