The Ethics of AI & Machine Learning [Full Course]

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 -   / seth_goldin  

⭐️ Course Contents ⭐️
✨ (00:00) Opening Remarks
📝 (02:08) Intro to AI Ethics
🤖 (10:52) Basics of AI/ML
🧠 (18:37) Neural Networks
🐶 (25:56) Datasets
⬛ (28:54) Limitations of AI & Black Boxes
⚖️ (38:48) Intro to Ethics
💭 (45:38) Thought Experiments
☣️ (52:06) The Singularity and AI Risk
🫀 (01:02:16) AI in Healthcare
✏️ (01:08:45) AI in Education
📈 (01:13:29) AI in Finance
🫂 (01:18:37) AI in Employment
🌏 (01:27:00) AI and Policy
🌱 (01:37:49) Future of Ethical AI

This course also showcases segments from guest speakers Sneha Revanur (  / sneharevanur  ) from Encode Justice, Okezue Bell (  / okezuebell  ) from Fidutam, and Emilia Javorsky (https://futureoflife.org/person/emili...) from the Future of Life Institute.

Mostly unaffiliated links to dive deeper into topics discussed in this course:

🔗Deep Reinforcement Learning Visualized:    • AI Learns to Escape (deep reinforceme...  
🔗Deep Learning Crash Course:    • Deep Learning Crash Course for Beginners  
🔗The Rise of the Machines - Why Automation is Different this Time:    • The Rise of the Machines – Why Automa...  
🔗Do Robots Deserve Rights? What if Machines Become Conscious?:    • Do Robots Deserve Rights? What if Mac...  
🔗​​The big debate about the future of work, explained:    • The big debate about the future of wo...  
🔗A Collection of Lectures on the Ethical implications of Data and Artificial Intelligence from Different Perspectives: https://aiethicscourse.org/
🔗Predictive Policing:    • Видео  
🔗Elections and Disinformation:   / 28186015  
🔗AI Safety – Full Course on Machine Learning & Ethics (Center for AI Safety):    • AI Safety – Full Course by Safe.AI Fo...  
🔗How AI Could Save (Not Destroy) Education | Sal Khan:    • How AI Could Save (Not Destroy) Educa...  
🔗ProPublica Study on Recidivism: https://www.propublica.org/article/ho...
🔗Course on AI Safety: https://aisafetyfundamentals.com/

YouTube videos with brief clips utilized in this course:

📼The Trolley Problem | The Good Place:    • The Trolley Problem | The Good Place ...  
📼AlphaFold: The making of a scientific breakthrough:    • AlphaFold: The making of a scientific...  
📼Stock Market Crash - Flash Crash May 6, 2010:    • Stock Market Crash - Flash Crash May ...  
📼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