You need to learn AI in 2024! (And here is your roadmap)
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- čas přidán 20. 05. 2024
- 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.
// BOOK //
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville: amzn.to/3vmu4LP
// COURSE //
AI For Everyone by Andrew Ng: www.coursera.org/learn/ai-for...
// PyTorch //
Github: github.com/pytorch
Website: pytorch.org/
Documentation: / pytorch
// Courses Reference //
Python for Everyone: www.py4e.com/
AI for Everyone: www.coursera.org/learn/ai-for...
Deep Learning:www.coursera.org/specializati...
Pytorch Tutorials: pytorch.org/tutorials/
Pytorch Github: github.com/pytorch/pytorch
Pytorch Tensors: pytorch.org/tutorials/beginne...
pytorch.org/tutorials/beginne...
pytorch.org/tutorials/beginne...
// CZcams video reference //
Teach your AI with Dr Mike Pound (Computerphile): • Train your AI with Dr ...
// Mike SOCIAL //
Twitter: / _mikepound
CZcams: / computerphile
Website: www.nottingham.ac.uk/research...
// David SOCIAL //
Discord: / discord
Twitter: / davidbombal
Instagram: / davidbombal
LinkedIn: / davidbombal
Facebook: / davidbombal.co
TikTok: / davidbombal
CZcams: / davidbombal
// MY STUFF //
www.amazon.com/shop/davidbombal
// SPONSORS //
Interested in sponsoring my videos? Reach out to my team here: sponsors@davidbombal.com
// MENU //
00:00 - Coming Up
01:11 - Intro
01:34 - The State of A.I
03:19 - Job Opportunities
04:48 - Code with Vulnerabilities
05:50 - A.G.I
09:20 - Training A.I
10:06 - What Language Should You Learn?
14:54 - Coursera Courses
19:17 - Will the Future have Different A.I's?
20:18 - What is Segment Anything?
21:47 - How to Incorporate A.I in your Job
25:29 - A.I is Everywhere
31:21 - Going to a Third Group
33:52 - Books to Read
35:16 - What Should you do in 2024?
40:58 - Ride the Wave
43:52 - Conclusion
45:16 - Outro
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deep learning
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dr michael pound
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#ai #computerphile #python - Věda a technologie
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.
// BOOK //
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville: amzn.to/3vmu4LP
// COURSE //
AI For Everyone by Andrew Ng: www.coursera.org/learn/ai-for-everyone
// PyTorch //
Github: github.com/pytorch
Website: pytorch.org/
Documentation: ai.facebook.com/tools/pytorch/
// Courses Reference //
Python for Everyone: www.py4e.com/
AI for Everyone: www.coursera.org/learn/ai-for-everyone
Deep Learning:www.coursera.org/specializations/deep-learning
Pytorch Tutorials: pytorch.org/tutorials/
Pytorch Github: github.com/pytorch/pytorch
Pytorch Tensors: pytorch.org/tutorials/beginner/introyt/tensors_deeper_tutorial.html
pytorch.org/tutorials/beginner/basics/tensorqs_tutorial.html
pytorch.org/tutorials/beginner/basics/autogradqs_tutorial.html
// CZcams video reference //
Teach your AI with Dr Mike Pound (Computerphile): czcams.com/video/21lBdsQwmZU/video.html
// Mike SOCIAL //
Twitter: twitter.com/_mikepound
CZcams: czcams.com/users/Computerphile
Website: www.nottingham.ac.uk/research/beacons-of-excellence/future-food/meet-the-team/michael-pound/index.aspx
// David SOCIAL //
Discord: discord.com/invite/usKSyzb
Twitter: twitter.com/davidbombal
Instagram: instagram.com/davidbombal
LinkedIn: www.linkedin.com/in/davidbombal
Facebook: facebook.com/davidbombal.co
TikTok: tiktok.com/@davidbombal
CZcams: czcams.com/users/davidbombal
// MY STUFF //
www.amazon.com/shop/davidbombal
// SPONSORS //
Interested in sponsoring my videos? Reach out to my team here: sponsors@davidbombal.com
// MENU //
00:00 - Coming Up
01:11 - Intro
01:34 - The State of A.I
03:19 - Job Opportunities
04:48 - Code with Vulnerabilities
05:50 - A.G.I
09:20 - Training A.I
10:06 - What Language Should You Learn?
14:54 - Coursera Courses
19:17 - Will the Future have Different A.I's?
20:18 - What is Segment Anything?
21:47 - How to Incorporate A.I in your Job
25:29 - A.I is Everywhere
31:21 - Going to a Third Group
33:52 - Books to Read
35:16 - What Should you do in 2024?
40:58 - Ride the Wave
43:52 - Conclusion
45:16 - Outro
chatgpt
ai
artificial intelligence
bard
ai jobs
lamda
python
neural network
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!
I’m an old guy. Yep that’s what I am, but I’d tell you what, I love this stuff.
For the past four years, it seems like a hyper exponential dream of hype and some reality to this thang.
Dude I wish I was young kid again and with that, I’d do some stuff, so I guess with that said; guys get on it, and do something good, because this moment in time will never ever happen again.
That is exactly what I am doing! I am looking for AI certifications that Tech companies look for on resumes. Do you have any suggestions, please? :)
Thank you so much for a total AI student. I really will dive deep on the links and books that you recommend me. Thank you soooo much!
Laurence Moroney (ML, Tensor Flow), Daniel Bourke (ML + mindmaps) Andrew Ng (AI). The key is finding someone who teaches the way you learn.
@@MB-hz7wm thank you! 😀
Key takeaways:
1. Learn Python
2. PyTorch
3. Supervised learning
4. Start putting these skills to use
Wow, this video is perfect. I asked a question on one of your last videos about AI and this video gets released and it perfectly answers everything for me. I really enjoy watching your interview videos as I seem to learn so much from them. Keep up the great work!
Love the episode as it gives me enough details where someone can start on the hot skill AI. If Mike releases courses, I will definitely go through them
Thanks David and Mike! Excellent episode.
One of the best videos I've seen in a while.
Mike is such a nice person, having this positive/encouraging vibe, and giving people hope.
I've seen other arrogant professionals, making it seem impossible for the average person, so they can be seen as big "geniuses".
Love it! God Bless you guys!
lol it’s funny huh? Maybe AI will make it possible for a whole group of underdogs to rise up
Ai: Absolutely! AI has the potential to empower individuals and groups, providing tools for innovation and leveling the playing field. It can open up opportunities for those who may not have had access to certain resources before. The collaboration between AI and humans could indeed contribute to positive changes and the rise of innovative underdog stories.
Great video, I have been using / teaching Python for a long time now and I have worked on levee safety using ML and AI and it's great to see a video that mentions all the hype (because there is a lot!) and simply encourages people to start learning about AI.. reminds me again to have a look at some new courses.. thx for this video!
Facebook is building a mega AI data center close to where I work in Indiana and it's due to be operational in 2026. From what I've read so far they're going to be tax exempt for the next 35 years and one concern is the massive amount of energy it takes to cool such a data center. I've not yet learned whether or not Duke Energy is going to be charging extra to everyone else in the area as part of another perk of building in our area. Will we be paying for it? Lots of unanswered questions.
Plus, it is worrisome. We've recently seen AI used to fabricate a robocall using the voice likeness of the president to encourage people not to vote. How do you stop abuse and manipulation of this technology whether domestically or from foreign actors?
@@missrose0077We had a better life before the internet. The internet will be owned by a cult set out to enslave all mankind and make the few that control the many human kinds totally obsolete....
Mike is a legend. Remember watching all his videos years ago about learning network handshakes and he was always so easy to listen and learn from.
It’s an absolute pure privilege to have Mike as your tutor if you’re lucky enough. I’d take that opportunity any day.
Finally someone actually saying what to do instead of a vague statement like - "Learn AI". This is exactly what we needed.
What I found useful after playing around with Pytorch for a few weeks was to forget about Pytorch for a while and build a little vanilla NN with just Numpy. It is one thing to see the equations and memorise them, quite another to translate them into code. I feel those were my most productive days of the learning process so far. It was only then that I truly wrapped my head around back-propagation.
Mike is a great communicator.. great video, thanks.
This is very inspiring! I am a 62-year-old cybersecurity professional looking to finish my last years of service learning and doing something new and fun and more important putting it to use to add value to my company. This seems to be it, but the stigma of old age weighs on me as to how younger colleagues perceive my capabilities. I wish there was more videos like this to inspire those of us that may feel lost in the wave of changes feeling anxious to have been left behind.
I’m on my way..45, got locked into gov IT. Last month or two I’m starting to understand what I have done to myself. Last time I got a cert was MCSE 2013. I just picked up a CISSP, CCNA, but learning this AI? Feels like a mountain. But the last week or so I feel like I’m making some headway. I also have the chance to introduce this to my company and maybe get AI added to my job title. Before I started to investigate AI I was trying to become a security guy ;)
They need to wake up to age bias and discrimination. We're all living longer, and healthier. I'm in my 50s, degreed engineer and gave up by acknowledging that age discrimination is real and 'once you're out, you're out.' But then I met people who did BIG job changes into new industries and getting good, long jobs. So I like you and this guy's encouragement. About the colleagues, except for the companies where everyone is in their twenties, I hope there isn't much of that. It is odd though that when I was in my 20s, we looked up to more experienced folks, now there's none of that. I stopped looking when I viewed a Zoom about interviewing and was told to be prepared to outline your DEI contributions...f that. Then I envisioned interviewing and being told 'your next interview is with our managing director' and a 26 year old walks in and hands me a card as 'Director of DEI'...I'd walk out (I treat everyone equally and don't judge, but I don't need BS in my face)...just get to work. Back to age, out here everything is about 'diversity' which is fine, but age (or disability) isn't one of those parameters, just race.
@@pepaw so you probably already worked with Python, right?
Want to succeed in my 34, need support and group to have ideas work!
Being 62 and have the drive to upgrade yourself, is inspiring
I couldn't help but noticing the electronic drumkit behind Mike 😛
(and some boardgames on the right shelf!)
Thank you gents. Excellent content and personality!
David, thank you very very much for this video. Please extend my thanks to Dr. Pound too. All the topics discussed here are very informative and clears so many doubts that I had in my mind. I now have a clear path ahead of me to build my career in AI. Need more collaborative stuff from both of you. Also eager to see Dr Pound come up with a new course. Thanks a ton!!
Informative conversation - Thank you, gentlemen. 👍
Amazing content thanks David and Mike!!
This video was exactly what I needed, from some I respect. I have been starting to prep for a possible career change to "AI" and was not sure what the best course of action was. I still work full time, plus not being very good with traditional learning systems, I have ruled out degree programs. This video gave me a great confidence boost that the route I was planning could still be a feasible option to enter into the field. While it may not be as easy, it should be worth the effort.
Thanks David!
You're welcome!
You're gonna need a masters degree in CS, math or stats if you want to be an AI engineer
@@manofsteel9051 Absolutely not! Their passion and dedication matter more than a specific degree. Many successful AI professionals come from diverse backgrounds. If you're passionate about AI, there are various paths to explore, including self-learning, online courses, and practical projects. Your unique perspective and commitment can contribute significantly to the field. Keep pursuing your goals! 🚀
@@MeadowsDreamdid you really go and pull a response from chatgpt?
That is not true in the current job market. If all you want to do is make calls APIs and not do anything actually interesting, then sure. But otherwise, you will definitely need an actual education.@@MeadowsDream
Great Video David. Years back my management wanted me to learn network and I took most of your udemy courses.. really enjoyed them (I learned openflow also.. oops. Got to be friends with Paul Zanna who is a great guy). I got into AI/ML about 8 years ago give or take. Really enjoy it although tempering management expectations with reality is sometimes a challenge ... the hype doesn't help there. As mentioned the "Deep Learning " book is a bit "heavy" so not for the faint of heart LOL. I love all of Andrew's courses although so agree there for sure. As far as AGI (exact definition up for debate) I think when we get there is going to be a complete guess, although with the acceleration we have seen over the last couple of years and increased investment it could be faster than predicted.
This is one of the guys from the Computerphile YT channel. Really like it when he explains something, as well as the others there. 🙂
Yes yes, please create a course Mike!
Thank you for this amazing & useful conversation! You have gave me a hope to learn ML and AI!
Finally a practical and apply-able video on machine learning and AI. I'm an experienced data / BI professional still fairly new to python, this helps greatly on explaining the scope and pathway towards progressing in these areas striking a good middle ground between detail and generality
Thank you. It's a pleasure to watch you.
I think the road map for ai is simple, make it free, create a need for it, take it away, and charge monthly amounts for use, then as it becomes harder with gpu power to keep stable, charge per search
Are you a Microsoft Exec!? 😂
@ajbrown3608 no just a normal guy navigating his life through software development and cyber security, and has noticed these "advances"[pitfalls] be used for greed.
@@meta-zeno505What sort of needs would you recommend? As in what would be useful to create?
People are charging for pic generator ai @@SF-jf3xv
Totally agree
Thank you so much for this!
I was writing my comment asking about TensorFlow vs PyTorch and hit 38:40 where he directly answers my question. Thank you for this very in depth video.
I've spent hours and hours on YT trying to find the right place to start. This was just what I needed!
Great episiode David! Great to see Mike as well! AI is here to stay and getting the building blocks early are critical.
Thank you! Love having Dr Mike on the show to share his knowledge and wisdom. Such an amazing person and so humble.
Thanks David and Mike! Please find time for a course Mike ! 🙏
Excellent video. Discussion that focuses on practical and well grounded viewpoints.
This was informative for good reason, no need to judge content as it seems fair to use. Good interview
Thousand percent for anyone starting out. I did not know it at the time but I had a lecturer who told me to do a project on neural networks so I did. 1995.
2nd year maybe? Did not understand. Also in my final year these same people suggested to use websock or some windows socket library. TCP/IP was the norm shortly after. GPTs are happening. Get on board.
Great episode, your point at 25:52 really hit home. I started my Computer Science journey back in 2010 at a local community college, life happened, and I didn't graduate until 2023. My largest regret was ignoring AI or rather aspects of it (such as machine learning) for all that time until ChatGPT 3 went live back in November of 2022. The computing landscape has changed so much from when I started in 2010 its startling but I'm hopeful and as you mentioned in your Top 5 skills video, always have to adapt and keep learning. I graduated hoping to get an IT job as my plan B but the landscape shifted and as a result I've had to pivot as well. Thanks, David, for your content I may not watch everything, but when I do watch I always learn or take something positive from it.
You cannot change the past, but you can change your future. Make 2024 a year of change.
Curious, what did you pivot to?
@@shameermulji For about 6 months now I've been working as a Temp/Contractor at a Print Solutions company servicing a health care facility, I was using that job to buy time, build up my skills/resume and hopefully make connections while I was there. That health care facility had a member of their IT team leave just after posting this comment. I have good rapport with them; therefore, I'm leveraging that to see if I can slot into that spot.
Meanwhile, I just received a call from another company I applied to for a Network Service position. I have a 2nd interview with them next week. First interview went really well and I'm getting a good vibe from them.
Worst case scenario, neither position pans out and I'll keep my current temp gig till completion (still have a few months left with options for extension or permanent hire) and in my free time I'll just keep studying/learning. Teaching myself Go Lang for an inventory project I'm working on, completing my trifecta (Security+/Network+, I've had an A+ since 2008) and just keep looking for other opportunities. If I don't find anything by the end of summer, I'll relocate.
Extremely useful content, thank you great gentlemen!
Thanks! Knowing all this information will help someone navigate where they want to be in tech and AI
Thanks.Very simply expressed
Thank You for this video!!
David, this episode is fire!! 🔥🔥 I've been wanting to learn AI for the past year, but with all the media hype, I wasn't sure where to start. Thank you for giving me a roadmap.
Thank you! And you're welcome! Dr Mike Pound is the real deal - I would listen very carefully to everything he says about AI.
Where is all the media hype? I don’t really follow MSM much but what I’ve seen this far is that they have no idea of the real-world impact of (unregulated) AI (won’t say AGi).
Hello sir I am from India i am learning data science want to become expert in Ml and AI first of all want to become financial independent what should I do for getting the job in data analyst @@davidbombal
This is so helpful thank you!!!!
mike really should create a course, ive been following computerphile and i love him talking about things, very straightforward
Amazing calab, hands down two of the best!
This was quite eye-opening, though I feel too old to learn and get in on this. I'm not looking to necessarily change careers. I just want the knowledge to better leverage AI in my life and in the pharmacy where I work.
I am a fan of Mike (Computerphile). Thank you for a good talk.
What a work rate these past few days!! David Bombal is an absolute gift to humanity!
Valuable advice.. thanks
Couldn't have clicked on this video any quicker, computerphile is a great channel as is yours David 😊
Thank you!
Very interesting, as always. Thank you.
Thank you! You're welcome :)
Cool, thanks for sharing!
thank you both, great video
Hey David this absolutely amazing! Thank you so much. I needed some advice, im a junior aws cloud engineer, i was looking at DevSecOps, as i wanted to eventually specialise in security, do think this is worth it in the long run and would you be able to give some advice on where to start and what courses to do? Any advice would much appreciated.
Great video. Thank you to both of you. I appreciate the more balanced perspective Mike puts onto all this recent AI hype where so many are saying "we're going to get AGI and ASI in a year or less". Definitely worth watching the whole thing but for those interested in Mike's summary of the road map and the video summary in general, check out 42:53
this is great stuff, simply explained. need more, thanks.
David always has some very informative videos. Don't stop David, you're rockin it. This was a great guest, he was also very helpful.
Two of my idols in the same video!! Great content!!
@davidbombal I am getting into tech learning python now, did pretty well in calculus 1, would getting into AI/ML or cybersecurity be better. Love any input I’m torn between what direction to take.
Thank you for this podcast
I'm loving this interview.
By the time someone with little to no knowledge of programming and machine learning gets to a level where they can actively and sufficiently contribute to the field, the tech will likely be sufficiently advanced to a level where it makes whatever has been learned irrelevant. Such is the speed of exponential growth, Machines will be programming themselves based on the verbal inputs from humans and we are almost there now with this with things like co-pilot and LAM's.
Definitely a +1 for Dr. Mike's course!
Congratulations for the video,thanks for your inoformation....🙏🤝
Hi!!
I was planning to learn the cloud computing for Cyber security and get a certification as a beginner, so which is the path and where do i need to start and which is the best platform. Can you please provide a RoadMap and resources please.
Mike is so humble. Can't wait to see his courses
Dr Mike...yes please. It would be great if you created a course. I watched content on the computerfile channel and it was great
Thank you good sirs!
some very good points in this, thanks!
The ai will most likely become better and better at understanding your prompts as well. Just like any other source you train it on. So I have some trouble to see why you need to learn the underlying mechanics
Hi! Thanks for the great video. I'd like to ask whether you can suggest places to keep up to date with latest information about these topics - blogs? Articles? Can you suggest any? Thanks!
Thanks David. Great stream about AI
So right on!
Overall, the video provides valuable insights and guidance for individuals interested in learning AI, emphasizing its practical applications, available resources, and the importance of foundational knowledge in Python and AI concepts. The speaker's expertise and willingness to share knowledge are appreciated, contributing to a supportive learning community in the field of AI.
@David , thank you I love the talks between you Dr and OTW.
By watching your videos David, I am starting to grasp the importance of AI to our society. Something that is importance to the welfare and advancement of our society will contain many jobs on all levels. I am looking at a new career and money making opportunity. I am enthusiastic about learning the basics of AI, Python and PyTorch and getting involved in this field in a big way. And thank you Mike for sharing all your knowledge and separating the practical from the hype.
I'm liking commenting and subscribing so that Mike creates a course
Thank you!
Many engineering systems are intended to be isomorphic. If the prompt is the same, is the result the same or have the AI nodes changed weight and the result is different? Does the model train with every prompt? Very good discussion, thank you for putting this video together.
Damn this is very encouraging, Mike of Computerphile generally has the same vibe as David Malan from the Harvard CS50, very passionate with Computer Science.
The most useful ai video/ interview ever, for a changing career person like me.
With this method, are you able to fine-tune the modele with Pecan too? Does Pecan use different models and compare them for you or does it show only one modele that it thinks fit the most your need..
Mike online course...yes please.😁👍🏽
Nice overview!
real y this gentelman should give some courses so clearly explained thx David
Literally been looking for a roadmap more AI since I know it’s an important skill to gain.💯 THANK YOU Mr.Bombal !! Saving this now !
You're welcome! I hope the video helps you!
@@davidbombalsir you're legit, a role model in the field!
Absolutely make a course!
i think a great format would be a "beginner object detection on custom dataset with yolo, int8 quantization and deploy" or "OpenAI Assistant NextJS" but not one person, more like a podcast format, where he explains and goes through the basics and explaining it...
As far as i know, there's already a law in Poland regarding intellectual rights, that if the work is AI or algorythmically generated, nobody can claim authorship of it - this is an information from artists that graduated University of Arts in Poznań, so don't know if it applies to music or something else, but most likely it does.
What is really interesting to me is what if an artist trains the AI model only on his own work? :D
Would you recommend going the certification route in AI? Like the AZ-102? Or would you recommend learning Python first before getting certified? Or is getting certified even necessary?
Def please make a course!!!
How does grounding work and fact finding on outputs. Surely this is context driven but are their guidelines?
it's super impossible to leave loving technology when these rockstars of tech meet !
I was looking into a AI foundation short course, is it worth doing? I currently work as a multiskilled Maintenance engineer in a pharmaceuticals industry.
Your channel is too GOAT'd in advice for aspiring tech devs
You can audit any Coursera course for free but you have to do it from the individual course page, not the specialization page.
Yes Mike, please write a course.
Insightfull ❤
On 25 March 1925, Baird gave the first public demonstration of televised silhouette images in motion, at Selfridges's department store in London. How Far we've come!
Working with AI, I think it comes down to two different fields. You either develop it, or use it. Developers (not trainers) should be highly skilled, intelligent and creative to advance it. Whereas people who use AI or integrate it into a workflow is mere technicians imo.
So I see a future with 2 different software developers. You're either AI specialist/technician or an AI engineer.
Also, because AI is so widely available to basically anyone, I think it will be used in areas that generate most money. Such as scams, ads, porn, auto generated tiktok/YT/instagram content etc. So AI users will want to focus on easily and quickly generated content like this.
Skilled people will be replace by AI that can generate the same algorithms or can just steal them. Artists are already in high danger. Their work is constantly stolen and generated by AI for a few bucks. If you're a digital artists who has a portfolio on the internet, your work is being fed into image generator AI's. Same with music.
Soon, no one will bother to come up with new stuff because it will be regenerated by AI in 3 minutes after its release.
And even if EU and the US make strick laws about this, it won't stop China or Russia or people who simply pirate content.
Really? did Artists stop drawing because we developed photography?
I tell you what will happen some artists will embrace AI and create new art forms, the space for artisans will increase not decrease.
AI medium term will create many more jobs because it will broaden the economy of what is possible, creating jobs we have not even thought of.
@@TheReferrer72 yes it will create jobs that will require typing what you want to create lol. Photography, AI image generation and drawing/painting are very different things. That's a stupid analogy.
@@eckee It flew right over your head.
AI generation of art is a different mode of art which will enable new art forms.
You will still have artists doing many of the same things, while some with their better training and knowledge will push AI art to new places.
@@TheReferrer72 says the guys who compares painting and AI image generation to photography.
Very interesting remarks. I am a programmer (Lennaps), what would you reccommend me to start the ai engineering path? Thanks.
Ohh that's the guy i learned Computer science and CyberSecurity concepts back when I was in college... his voice is still mesmerizing...
Dr Mike Pound is amazing.
Interesting topic. AI will help us in many ways. Thank you
The accuracy! 100%