David Bombal

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


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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: [email protected]
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
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