Learn AI for Free! Computerphile explains hype vs reality and how to get started.

Learn AI for Free! Computerphile explains hype vs reality and how to get started.

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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