Data Analysis and Machine Learning - What's the Demand?

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=NxYEz... Neural Networks Playlist: https://www.youtube.com/watch?v=py5by... Computer Vision Playlist: https://www.youtube.com/watch?v=C_zFh... // 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... // 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/Computer... Website: https://www.nottingham.ac.uk/research... // David SOCIAL // Discord: https://discord.com/invite/usKSyzb Twitter: https://www.twitter.com/davidbombal Instagram: https://www.instagram.com/davidbombal LinkedIn: https://www.linkedin.com/in/davidbombal Facebook: https://www.facebook.com/davidbombal.co TikTok: http://tiktok.com/@davidbombal YouTube: https://www.youtube.com/davidbombal // MY STUFF // https://www.amazon.com/shop/davidbombal // SPONSORS // Interested in sponsoring my videos? Reach out to my team here: sponsors@davidbombal.com lamda python neural network ai machine learning deep learning sentient google ai mike pound michael pound dr michael pound computerphile artificial intelligence google ai sentient google ai lamda google ai sentient conversation google ai alive ai jobs Please note that links listed may be affiliate links and provide me with a small percentage/kickback should you use them to purchase any of the items listed or recommended. Thank you for supporting me and this channel! #ai #computerphile #lamda