If you are into cybersecurity or any other field, you probably want to learn about AI and ML. They can really help your resume and help you increase the $$$ you earn. 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 Neural Networks Playlist: https://www.youtube.com/watch?v=py5byOOHZM8&list=PLzH6n4zXuckoezZuZPnXXbvN-9jMFV0qh Computer Vision Playlist: https://www.youtube.com/watch?v=C_zFhWdM4ic&list=PLzH6n4zXuckoRdljSlM2k35BufTYXNNeF // BOOK // Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville: https://amzn.to/3vmu4LP // COURSE // [More]
How do you implement an on/off switch on a General Artificial Intelligence? Rob Miles explains the perils. Part 1: https://www.youtube.com/watch?v=4l7Is6vOAOA Rob’s Original Discussions on General AI: https://www.youtube.com/playlist?list=PLzH6n4zXuckquVnQ0KlMDxyT5YE-sA8Ps Stop Button Solution?: https://youtu.be/9nktr1MgS-A More from Rob Miles: http://bit.ly/Rob_Miles_YouTube Thanks to Nottingham Hackspace for providing the filming location: http://bit.ly/notthack http://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: http://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran’s Numberphile. More at http://www.bradyharan.com
The danger of assuming general artificial intelligence will be the same as human intelligence. Rob Miles explains with a simple example: The deadly stamp collector. The Problem with JPEG: https://youtu.be/yBX8GFqt6GA Apple’s $200,000 Computer: https://youtu.be/PccvZRTUhbI Rabbits, Faces & Hyperspaces: https://youtu.be/q6iqI2GIllI Thanks to Nottingham Hackspace for the location. http://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: http://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran’s Numberphile. More at http://www.bradyharan.com
Audible free book: http://www.audible.com/computerphile Artificial Intelligence can be thought of in terms of optimization. Robert Miles explains using the evolution’s algorithm. http://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: http://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran’s Numberphile. See the full list of Brady’s video projects at: http://bit.ly/bradychannels
Taking chatbots to the next level, with emotion recognition and gesture control. Dr Michel Valstar on Virtual Humans. EXTRA BITS: https://youtu.be/gRE30g7ACWs https://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: https://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran’s Numberphile. More at http://www.bradyharan.com
Audible free book: http://www.audible.com/computerphile Why can’t artificial intelligence do what humans can? Rob Miles talks about generality in intelligence. Sean Comments/Questions (For those who can’t hear him clearly) 11secs: “This was the hill climbing algorithm?” 2min 40sec: “recently with Professor Brailsford we did the idea of The Turing Test, so that strikes me from what you’re saying that that’s a very specific domain: pretending to be a human talking?” 4min 2sec: “is that like ‘humans have been changing the world to meet their needs?’ “ 4min 40sec: “but on a bigger scale, as you say on a grander scale, building a dam, and er irrigating a field, and putting a pipe to your house and allowing you to have a tap {fawcett} is doing the same thing but on a grander scale.” 6min 39sec: “all these dimensions, if you try to brute force infinite dimensions you’re gonna fall over pretty quickly?” 6min 45sec: “change the world” (in ref to him picking up the drink!) Retro Z80 Computer: https://youtu.be/OtpaY8VD52g Hill Climbing Algorithm & Artificial Intelligence: http://youtu.be/oSdPmxRCWws The Turing Test: https://youtu.be/Qbp3LJvcX38 Arduino Uno: https://youtu.be/b4z1zkmo1BE Rabbits, Faces & Hyperspaces: https://youtu.be/q6iqI2GIllI Thanks to Nottingham Hackspace. http://www.facebook.com/computerphile https://twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: http://bit.ly/nottscomputer Computerphile is a sister project to Brady Haran’s Numberphile. More at http://www.bradyharan.com