AI just become Sentient? And will it take your job? Or is AI just a fantastic opportunity for you to get a better job? In this interview with Dr Michael Pound we discuss hype vs reality and get a quick start guide on how to learn AI.
// MENU //
00:00 – Coming Up
00:45 – Intro
01:10 – Michael Pound introduction
02:49 – Will AI take our jobs?
04:55 – What is LaMDA?
08:38 – Can Python functions get lonely?
11:26 – The definition of \”sentience\”
11:59 – AI vs Machine Learning
18:48 – Neural Networks
19:49 – Malware example
21:59 – Stochastic Gradient Descent
22:30 – Supervised learning
23:45 – Unsupervised learning
26:03 – Reinforcement learning
27:35 – Are the robots taking over?
30:14 – What is AI really good at?
33:28 – Definition of Deep Learning
35:37 – Neural Networks
36:53 – What to learn
40:50 – Using PyTorch
43:52 – Google colab
44:48 – Study recommendations
46:16 – The demand for AI skills
48:15 – Teaching cyber security
50:06 – Final Advice
55:09 – Conclusion
// Video mentions //
ComputerPhile (lambda is not sentient): https://youtu.be/iBouACLc-hw
Data Analysis Playlist: https://www.youtube.com/watch?v=NxYEzbbpk-4&list=PLzH6n4zXuckpfMu_4Ff8E7Z1behQks5ba&index=2
Neural Networks Playlist: https://www.youtube.com/watch?v=py5byOOHZM8&list=PLzH6n4zXuckoezZuZPnXXbvN-9jMFV0qh&index=2
Computer Vision Playlist: https://www.youtube.com/watch?v=C_zFhWdM4ic&list=PLzH6n4zXuckoRdljSlM2k35BufTYXNNeF&index=2
// BOOK //
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville: https://amzn.to/3vmu4LP
// COURSE //
AI For Everyone by Andrew Ng: https://www.coursera.org/learn/ai-for-everyone
// PyTorch //
Github: https://github.com/pytorch
Website: https://pytorch.org/
Documentation: https://ai.facebook.com/tools/pytorch/
// Mike SOCIAL //
Twitter: https://twitter.com/_mikepound
YouTube: https://www.youtube.com/user/Computerphile
Website: https://www.nottingham.ac.uk/research/beacons-of-excellence/future-food/meet-the-team/michael-pound/index.aspx
// David SOCIAL //
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