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Friday, October 14, 2022

What is AI? Useful basic intro Discussion

A nice piece from Computing practitioner David Bombal, his Youtube link below:


Computerphile: David Bombal     Many related links below

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=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 //



Interested in sponsoring my videos? Reach out to my team here: sponsors@davidbombal.com



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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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