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The Ethics of AI & ML


Curriculum for the course The Ethics of AI & ML

Should AI systems have personhood? Is AI biased? Go from 0 to 1 in AI ethics in 90 minutes! In this video, you will learn about the foundations of AI, its applications, and the ethical considerations that shape this transformative field. ✏️ Course created by Seth Goldin - https://twitter.com/seth_goldin ⭐️ Course Contents ⭐️ ✨ (00:00) Opening Remarks 📝 (01:26) Intro to AI Ethics 🤖 (10:10) Basics of AI/ML 🧠 (17:55) Neural Networks 🐶 (25:14) Datasets ⬛ (28:12) Limitations of AI & Black Boxes ⚖️ (38:06) Intro to Ethics 💭 (44:56) Thought Experiments ☣️ (51:24) The Singularity and AI Risk 🫀 (1:01:34) AI in Healthcare ✏️ (1:08:03) AI in Education 📈 (1:12:47) AI in Finance 🫂 (1:17:55) AI in Employment 🌏 (1:26:18) AI and Policy 🌱 (1:37:07) Future of Ethical AI This course also showcases segments from guest speakers Sneha Revanur (https://twitter.com/sneharevanur) from Encode Justice, Okezue Bell (https://twitter.com/okezuebell) from Fidutam, and Emilia Javorsky (https://futureoflife.org/person/emilia-javorsky-md-mph/) from the Future of Life Institute. Mostly unaffiliated links to dive deeper into topics discussed in this course: 🔗Deep Reinforcement Learning Visualized: https://www.youtube.com/watch?v=2tamH76Tjvw 🔗Deep Learning Crash Course: https://www.youtube.com/watch?v=VyWAvY2CF9c 🔗The Rise of the Machines - Why Automation is Different this Time: https://youtube.com/watch?v=WSKi8HfcxEk 🔗Do Robots Deserve Rights? What if Machines Become Conscious?: https://www.youtube.com/watch?v=DHyUYg8X31c 🔗​​The big debate about the future of work, explained: https://www.youtube.com/watch?v=TUmyygCMMGA 🔗A Collection of Lectures on the Ethical implications of Data and Artificial Intelligence from Different Perspectives: https://aiethicscourse.org/ 🔗Predictive Policing: https://www.youtube.com/watch?v=A-PrLbawdgg 🔗Elections and Disinformation: https://www.goodreads.com/en/book/show/28186015 🔗AI Safety – Full Course on Machine Learning & Ethics (Center for AI Safety): https://www.youtube.com/watch?v=agEPmYdbQLs 🔗How AI Could Save (Not Destroy) Education | Sal Khan: https://www.youtube.com/watch?v=hJP5GqnTrNo 🔗ProPublica Study on Recidivism: https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm 🔗Course on AI Safety: https://aisafetyfundamentals.com/ YouTube videos with brief clips utilized in this course: 📼The Trolley Problem | The Good Place: https://www.youtube.com/watch?v=DtRhrfhP5b4 📼AlphaFold: The making of a scientific breakthrough: https://www.youtube.com/watch?v=gg7WjuFs8F4 📼Stock Market Crash - Flash Crash May 6, 2010: https://www.youtube.com/watch?v=E1xqSZy9_4I 📼Taylor Swift – Starboy (AI) and Barack Obama Deepfake supplied by Encode Justice 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 Otis Morgan 👾 Oscar Rahnama -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news

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