You need to learn AI in 2024! (And here is your roadmap)

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  • Опубліковано 8 тра 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...
    // UA-cam video reference //
    Teach your AI with Dr Mike Pound (Computerphile): • Train your AI with Dr ...
    // Mike SOCIAL //
    Twitter: / _mikepound
    UA-cam: / computerphile
    Website: www.nottingham.ac.uk/research...
    // David SOCIAL //
    Discord: / discord
    Twitter: / davidbombal
    Instagram: / davidbombal
    LinkedIn: / davidbombal
    Facebook: / davidbombal.co
    TikTok: / davidbombal
    UA-cam: / 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
    computerphile
    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 #python
  • Наука та технологія

КОМЕНТАРІ • 590

  • @davidbombal
    @davidbombal  4 місяці тому +96

    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
    // UA-cam video reference //
    Teach your AI with Dr Mike Pound (Computerphile): ua-cam.com/video/21lBdsQwmZU/v-deo.html
    // Mike SOCIAL //
    Twitter: twitter.com/_mikepound
    UA-cam: ua-cam.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
    UA-cam: ua-cam.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!

    • @stephenjimenez6129
      @stephenjimenez6129 3 місяці тому +5

      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.

    • @foefoeB
      @foefoeB 3 місяці тому

      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? :)

    • @jindo.koreandog
      @jindo.koreandog 3 місяці тому +1

      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!

    • @MB-hz7wm
      @MB-hz7wm 3 місяці тому +3

      Laurence Moroney (ML, Tensor Flow), Daniel Bourke (ML + mindmaps) Andrew Ng (AI). The key is finding someone who teaches the way you learn.

    • @jindo.koreandog
      @jindo.koreandog 3 місяці тому

      @@MB-hz7wm thank you! 😀

  • @RajeshKulkarni-kf2gt
    @RajeshKulkarni-kf2gt 3 місяці тому +28

    Key takeaways:
    1. Learn Python
    2. PyTorch
    3. Supervised learning
    4. Start putting these skills to use

  • @afinney88
    @afinney88 4 місяці тому +11

    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!

  • @chiranjeevareddy8296
    @chiranjeevareddy8296 3 місяці тому +9

    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

  • @robvp71
    @robvp71 3 місяці тому +37

    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!

    • @missrose0077
      @missrose0077 3 місяці тому +1

      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?

    • @parenteseswebdev
      @parenteseswebdev 2 місяці тому

      @@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....

  • @tyronelazarus9675
    @tyronelazarus9675 4 місяці тому +10

    Thanks David and Mike! Excellent episode.

  • @jackcarter1897
    @jackcarter1897 2 місяці тому +2

    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.

  • @miamibeach9434
    @miamibeach9434 3 місяці тому +43

    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!

    • @MeadowsDream
      @MeadowsDream 3 місяці тому +1

      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.

  • @sayanmukherjee1977
    @sayanmukherjee1977 3 місяці тому +20

    Finally someone actually saying what to do instead of a vague statement like - "Learn AI". This is exactly what we needed.

  • @BOBYEZYOV
    @BOBYEZYOV 3 місяці тому +2

    Thank you gents. Excellent content and personality!

  • @sanjesco
    @sanjesco 3 місяці тому +1

    Mike is a great communicator.. great video, thanks.

  • @Sung-ho9
    @Sung-ho9 3 місяці тому

    Thank you for this amazing & useful conversation! You have gave me a hope to learn ML and AI!

  • @dubsci
    @dubsci 3 місяці тому

    Amazing content thanks David and Mike!!

  • @CarlosReyes-sb7sk
    @CarlosReyes-sb7sk 3 місяці тому +30

    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.

    • @pepaw
      @pepaw 3 місяці тому +1

      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 ;)

    • @girohead
      @girohead 3 місяці тому +5

      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.

    • @girohead
      @girohead 3 місяці тому

      @@pepaw so you probably already worked with Python, right?

    • @bimka22ra
      @bimka22ra 3 місяці тому

      Want to succeed in my 34, need support and group to have ideas work!

    • @WisdomBridge1
      @WisdomBridge1 2 місяці тому

      Being 62 and have the drive to upgrade yourself, is inspiring

  • @vincenzodeconcilio7610
    @vincenzodeconcilio7610 2 місяці тому +1

    I couldn't help but noticing the electronic drumkit behind Mike 😛
    (and some boardgames on the right shelf!)

  • @jiteshvegad8778
    @jiteshvegad8778 3 місяці тому +1

    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!!

  • @ligerllama
    @ligerllama 3 місяці тому +1

    Informative conversation - Thank you, gentlemen. 👍

  • @DanBarbatti
    @DanBarbatti 4 місяці тому +2

    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.

  • @BravoDeltaZeroZero
    @BravoDeltaZeroZero 4 місяці тому +10

    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!

    • @davidbombal
      @davidbombal  3 місяці тому +2

      You're welcome!

    • @manofsteel9051
      @manofsteel9051 3 місяці тому +2

      You're gonna need a masters degree in CS, math or stats if you want to be an AI engineer

    • @MeadowsDream
      @MeadowsDream 3 місяці тому +5

      @@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! 🚀

    • @manofsteel9051
      @manofsteel9051 3 місяці тому

      ​@@MeadowsDreamdid you really go and pull a response from chatgpt?

    • @tmjz7327
      @tmjz7327 3 місяці тому

      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

  • @CreepToeJoe
    @CreepToeJoe 4 місяці тому +5

    This is one of the guys from the Computerphile YT channel. Really like it when he explains something, as well as the others there. 🙂

  • @michela1537
    @michela1537 3 місяці тому

    Thanks David and Mike! Please find time for a course Mike ! 🙏

  • @jasonranalliheadshots6875
    @jasonranalliheadshots6875 Місяць тому +1

    This is literally one of the most valuable videos around the topic of AI I have yet to see.
    Mike Pound has the amazing ability to explain things without hiding behind tech buzzwords or hype.
    This brings the entire AI revolution a bit more down to earth and pulling the curtain back on some of these AI products which are little more than programming wrappers around someone else’s models.
    There is still a lot of space for growth here from a programming/tech job perspective.

  • @mollernoob3451
    @mollernoob3451 Місяць тому

    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

  • @abdulbasitnisar
    @abdulbasitnisar Місяць тому

    Thank you so much for this!

  • @thatheat1914
    @thatheat1914 3 місяці тому

    This was informative for good reason, no need to judge content as it seems fair to use. Good interview

  • @lucyfrye6723
    @lucyfrye6723 3 місяці тому +3

    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.

  • @almdrs
    @almdrs 3 місяці тому

    Thank you. It's a pleasure to watch you.

  • @sciencefordreamers2115
    @sciencefordreamers2115 3 місяці тому

    Extremely useful content, thank you great gentlemen!

  • @sidequestsally
    @sidequestsally 22 дні тому

    I've spent hours and hours on YT trying to find the right place to start. This was just what I needed!

  • @ZeryusXD
    @ZeryusXD 3 місяці тому

    Thanks! Knowing all this information will help someone navigate where they want to be in tech and AI

  • @gigthat
    @gigthat 4 місяці тому +4

    Yes yes, please create a course Mike!

  • @Uncle19
    @Uncle19 3 місяці тому +1

    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.

  • @nickjames2651
    @nickjames2651 3 місяці тому

    This is so helpful thank you!!!!

  • @birgirkarl
    @birgirkarl 3 місяці тому +2

    Excellent video. Discussion that focuses on practical and well grounded viewpoints.

  • @mytechnotalent
    @mytechnotalent 4 місяці тому +21

    Great episiode David! Great to see Mike as well! AI is here to stay and getting the building blocks early are critical.

    • @davidbombal
      @davidbombal  4 місяці тому +3

      Thank you! Love having Dr Mike on the show to share his knowledge and wisdom. Such an amazing person and so humble.

  • @johnkayihura3955
    @johnkayihura3955 2 місяці тому

    this is great stuff, simply explained. need more, thanks.

  • @satackett
    @satackett Місяць тому

    Amazing calab, hands down two of the best!

  • @mohammadsharififard1686
    @mohammadsharififard1686 4 місяці тому

    Thank You for this video!!

  • @photorealm
    @photorealm Місяць тому

    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.

  • @marcinzale
    @marcinzale 4 місяці тому +3

    Very interesting, as always. Thank you.

    • @davidbombal
      @davidbombal  4 місяці тому +1

      Thank you! You're welcome :)

  • @IIlIlIlIlIlIlIII
    @IIlIlIlIlIlIlIII 3 місяці тому

    thank you both, great video

  • @cruises8489
    @cruises8489 2 місяці тому

    Mike is so humble. Can't wait to see his courses

  • @housepaintingtriforce
    @housepaintingtriforce 2 місяці тому

    Cool, thanks for sharing!

  • @henrylarrymore3997
    @henrylarrymore3997 Місяць тому

    Definitely a +1 for Dr. Mike's course!

  • @edoardogribaldo2870
    @edoardogribaldo2870 3 місяці тому

    Two of my idols in the same video!! Great content!!

  • @timmanikam4334
    @timmanikam4334 2 місяці тому

    Thanks.Very simply expressed

  • @nathanielmoore87
    @nathanielmoore87 4 місяці тому +13

    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.

    • @davidbombal
      @davidbombal  4 місяці тому +5

      Thank you! And you're welcome! Dr Mike Pound is the real deal - I would listen very carefully to everything he says about AI.

    • @AIviaton
      @AIviaton 3 місяці тому

      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).

    • @amaansiddique4759
      @amaansiddique4759 2 місяці тому

      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

  • @cmdlet98
    @cmdlet98 4 місяці тому +19

    Couldn't have clicked on this video any quicker, computerphile is a great channel as is yours David 😊

  • @cattelgibson5354
    @cattelgibson5354 Місяць тому

    Thank you for this podcast

  • @luisvalencia6698
    @luisvalencia6698 3 місяці тому

    Congratulations for the video,thanks for your inoformation....🙏🤝

  • @romevang
    @romevang 4 місяці тому +11

    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.

    • @davidbombal
      @davidbombal  3 місяці тому +8

      You cannot change the past, but you can change your future. Make 2024 a year of change.

    • @shameermulji
      @shameermulji 2 місяці тому

      Curious, what did you pivot to?

    • @romevang
      @romevang 2 місяці тому

      ​@@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.

  • @user-ek9bh4ng9e
    @user-ek9bh4ng9e 3 місяці тому

    some very good points in this, thanks!

  • @proteuswave
    @proteuswave 3 місяці тому

    Dr Mike...yes please. It would be great if you created a course. I watched content on the computerfile channel and it was great

  • @americovaldazo6373
    @americovaldazo6373 3 місяці тому

    I'm loving this interview.

  • @rxrfun9198
    @rxrfun9198 3 місяці тому +1

    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.

  • @securiosityy
    @securiosityy Місяць тому

    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

  • @profsacin
    @profsacin 3 місяці тому

    Valuable advice.. thanks

  • @wirotep.1210
    @wirotep.1210 4 місяці тому +2

    I am a fan of Mike (Computerphile). Thank you for a good talk.

  • @stuartneil8682
    @stuartneil8682 3 місяці тому

    The most useful ai video/ interview ever, for a changing career person like me.

  • @TopNotch770
    @TopNotch770 4 місяці тому +2

    What a work rate these past few days!! David Bombal is an absolute gift to humanity!

  • @klebleonard
    @klebleonard 3 місяці тому +8

    mike really should create a course, ive been following computerphile and i love him talking about things, very straightforward

  • @RuslanVerbelchuk
    @RuslanVerbelchuk Місяць тому

    Thanks David. Great stream about AI

  • @rurbleburble
    @rurbleburble 29 днів тому +1

    🎯 Key Takeaways for quick navigation:
    00:00 *🌊 Learning AI in 2024 and Beyond*
    - Learning AI in 2024 provides lifelong benefits due to its enduring relevance and constant evolution.
    - AI applications, both large and small, continue to solve diverse problems globally, offering impactful career opportunities beyond big tech companies.
    01:35 *📸 Advancements in Image Generation*
    - Rapid progress in image generation AI allows for realistic image synthesis, blurring the lines between real and fake.
    - Growing concerns over the authenticity of generated images raise regulatory and ethical challenges, especially in legal contexts.
    03:27 *⚠️ Job Displacement and Ethical Concerns*
    - While AI tools are impressive, concerns persist regarding job displacement and ethical implications.
    - Short-term threats to office work are minimal, but long-term implications, such as ownership of AI-generated content, remain uncertain.
    05:46 *🧠 Realistic Expectations for AI Progress*
    - The notion of achieving artificial general intelligence (AGI) remains distant, with incremental improvements expected in existing AI capabilities.
    - Emphasizing realistic expectations, advancements primarily focus on enhancing existing AI applications, such as chatbots and image generation.
    07:10 *💼 Accessible AI Applications via APIs*
    - Accessibility to AI technologies has increased with the availability of APIs, enabling broader utilization by developers and non-specialists.
    - Tech startups leverage APIs to integrate AI functionalities into various applications, providing opportunities for innovation and entrepreneurship.
    08:36 *🛠️ Utilizing AI Models with Minimal Expertise*
    - Foundation models and APIs facilitate the deployment of AI solutions without extensive expertise, opening opportunities for diverse user groups.
    - Accessible AI tools empower users to leverage AI capabilities effectively, regardless of their technical background.
    10:28 *📚 Learning Path for AI Enthusiasts*
    - Python proficiency serves as a foundational requirement for AI learning, with emphasis on practical usage over theoretical understanding.
    - Entry-level courses on platforms like Coursera provide essential knowledge in machine learning fundamentals, facilitating further exploration in AI domains.
    16:24 *📚 Overwhelming amount of papers and advancements in AI*
    - The AI field is inundated with a vast number of research papers and rapid advancements.
    - Keeping up with the pace of AI development can be overwhelming due to the sheer volume of papers and new technologies emerging.
    - Despite the challenges, staying updated and delving into new AI topics can be exciting and rewarding.
    18:39 *🧠 Shift towards domain-specific AI models*
    - There is a potential shift towards domain-specific AI models tailored for specific tasks like cybersecurity, networking, and more.
    - Domain-specific AI models may offer more tailored solutions compared to generalized large language models like ChatGPT.
    - The development of foundational models like Segment Anything by Meta indicates a trend towards specialization in AI.
    19:37 *🖼️ Introduction to Segment Anything and its significance*
    - Segment Anything, a foundational large model developed by Meta, revolutionizes segmentation tasks in AI.
    - Unlike traditional supervised segmentation methods, Segment Anything autonomously segments objects in images, offering versatile applications.
    - While Segment Anything may not outperform specialized models for specific tasks, its ease of use and broad applicability make it a valuable tool in AI pipelines.
    21:25 *💼 Diverse job opportunities in the AI field*
    - The AI field offers a wide range of job opportunities, including data engineering, network management, model training, and more.
    - Understanding AI concepts and technologies can significantly enhance job prospects across various sectors.
    - Andrew Ng's machine learning course is recommended as a starting point for building fundamental AI knowledge for technical professionals.
    23:19 *📊 Importance of understanding AI fundamentals*
    - Developing a solid understanding of AI fundamentals, including model training, evaluation, and troubleshooting, is crucial for effective utilization of AI technologies.
    - Courses like Andrew Ng's machine learning course provide a structured approach to learning AI concepts and methodologies.
    - Familiarity with AI terminology and core principles enables informed decision-making and efficient problem-solving in AI applications.
    26:03 *🌐 Increasing prevalence and importance of AI integration*
    - AI integration is becoming ubiquitous across various platforms and industries, indicating the necessity for involvement and understanding of AI concepts.
    - While many users interact with AI applications without deep technical knowledge, possessing a basic understanding of AI workings enhances critical thinking and discernment.
    - Embracing AI and gaining proficiency in its usage opens up opportunities for innovation and competitive advantage in the modern landscape.
    28:48 *🚀 Progression levels in AI engagement*
    - There are different levels of engagement with AI, ranging from casual interaction to advanced training and customization.
    - Beginners can start with simple AI interactions, progress to utilizing APIs, and eventually delve into training custom AI models for specific tasks.
    - Each level offers unique learning experiences and challenges, catering to individuals with varying technical expertise and objectives.
    31:46 *🛠️ Accessible resources for learning AI*
    - Cloud-based platforms like Azure, AWS, and Google Colab offer accessible resources for learning and experimenting with AI without significant upfront costs.
    - Google Colab provides a user-friendly interface with pre-installed libraries and GPU access, facilitating hands-on learning and experimentation.
    - Utilizing cloud resources or local installations allows individuals to explore AI concepts, develop skills, and contribute to AI innovation at varying levels of complexity.
    33:11 *📚 Accessing AI Resources*
    - Accessing GPU resources via platforms like CoLab.
    - Importance of trying out platforms like CoLab for running and testing code.
    - Recommended books and study resources for learning Python and PyTorch.
    34:08 *📖 Recommended Learning Materials*
    - Introduction to Python and PyTorch for beginners.
    - Suggestions for books with a low barrier to entry for learning PyTorch.
    - Importance of understanding fundamentals like data loaders and training loops.
    35:31 *🎓 Advice for Beginners in AI*
    - Encouragement to jump into AI and computer science.
    - Accessibility of acquiring baseline AI knowledge within a few weeks to months.
    - Emphasis on learning by doing and understanding underlying concepts.
    37:16 *💰 Career Opportunities in AI*
    - Job prospects and earning potential in AI.
    - Possibility for rapid advancement with demonstrated skills.
    - Comparison between academia and industry in terms of pay and opportunities.
    39:36 *🌊 Riding the AI Wave*
    - Advantages of entering the field of AI given its continuous growth and applicability.
    - Stability and longevity of AI as a career choice.
    - Opportunities for impactful work beyond mainstream AI applications.
    43:16 *🛠️ Roadmap for Learning AI*
    - Step-by-step approach to learning AI, starting with Python and PyTorch.
    - Emphasis on beginning with supervised learning for its intuitive nature.
    - Assurance that understanding AI concepts will last a lifetime due to the field's continuous development.
    Made with HARPA AI

  • @richardmyers3823
    @richardmyers3823 3 місяці тому

    Thank you good sirs!

  • @ginvodka3115
    @ginvodka3115 3 місяці тому

    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.

  • @jazzpot3384
    @jazzpot3384 15 днів тому

    Thank you!

  • @davidjrb
    @davidjrb 4 місяці тому +1

    I'm liking commenting and subscribing so that Mike creates a course

  • @vvsl6668
    @vvsl6668 27 днів тому

    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!

  • @majiddehbi9186
    @majiddehbi9186 4 місяці тому

    real y this gentelman should give some courses so clearly explained thx David

  • @dkierans
    @dkierans 3 місяці тому +1

    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.

  • @digiryde
    @digiryde 3 місяці тому

    Nice overview!

  • @the_wizard_exe
    @the_wizard_exe 4 місяці тому

    it's super impossible to leave loving technology when these rockstars of tech meet !

  • @gfabasic32
    @gfabasic32 2 місяці тому

    So right on!

  • @koenio
    @koenio 3 місяці тому +1

    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

  • @Abdullah-wh6ge
    @Abdullah-wh6ge 4 місяці тому

    @David , thank you I love the talks between you Dr and OTW.

  • @crackerjackcarnivore
    @crackerjackcarnivore 2 місяці тому

    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.

  • @SF-jf3xv
    @SF-jf3xv 4 місяці тому

    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.

  • @AiBIMSoft
    @AiBIMSoft 3 місяці тому +4

    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.

  • @MaxwellAyala
    @MaxwellAyala 2 місяці тому

    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.

  • @2ru2pacFan
    @2ru2pacFan 4 місяці тому

    Your channel is too GOAT'd in advice for aspiring tech devs

  • @jakelearningandstuff-zy5fj
    @jakelearningandstuff-zy5fj 3 місяці тому +2

    You can audit any Coursera course for free but you have to do it from the individual course page, not the specialization page.

  • @erich2385
    @erich2385 3 місяці тому

    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!

  • @meta-zeno505
    @meta-zeno505 4 місяці тому +212

    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

    • @ajbrown3608
      @ajbrown3608 4 місяці тому +64

      Are you a Microsoft Exec!? 😂

    • @meta-zeno505
      @meta-zeno505 4 місяці тому +42

      @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.

    • @SF-jf3xv
      @SF-jf3xv 4 місяці тому +1

      ​@@meta-zeno505What sort of needs would you recommend? As in what would be useful to create?

    • @rakanal.2925
      @rakanal.2925 4 місяці тому

      People are charging for pic generator ai ​@@SF-jf3xv

    • @ProjectVastness
      @ProjectVastness 4 місяці тому +1

      Totally agree

  • @smartfusion8799
    @smartfusion8799 3 місяці тому +1

    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...

  • @daniel1132channel
    @daniel1132channel 21 день тому

    Yes Mike, please write a course.

  • @Ynerson9003
    @Ynerson9003 4 місяці тому +2

    @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.

  • @ankitmishralive.
    @ankitmishralive. 3 місяці тому

    Insightfull ❤

  • @pavi013
    @pavi013 4 місяці тому

    I think for this year we will focus on video and also getting image and text generation even better.

  • @user-rb5ye4hr5y
    @user-rb5ye4hr5y 3 місяці тому

    Interesting topic. AI will help us in many ways. Thank you

  • @bda996
    @bda996 4 місяці тому +3

    Mike Pound + David Bombal =
    🔥🔥

    • @davidbombal
      @davidbombal  4 місяці тому +1

      Thank you! Dr Mike is amazing!

  • @BijouBakson
    @BijouBakson 2 місяці тому

    The accuracy! 100%

  • @pavi647
    @pavi647 3 місяці тому +3

    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.

  • @markusmcgee
    @markusmcgee 4 місяці тому +1

    Mike online course...yes please.😁👍🏽

  • @JackKapral
    @JackKapral 4 місяці тому

    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

  • @sidex15
    @sidex15 4 місяці тому +13

    Ohh that's the guy i learned Computer science and CyberSecurity concepts back when I was in college... his voice is still mesmerizing...

    • @davidbombal
      @davidbombal  4 місяці тому +4

      Dr Mike Pound is amazing.

  • @TheGentlemanH
    @TheGentlemanH 2 місяці тому

    GREAT VIDEO!!!

  • @keekeeflowe5656
    @keekeeflowe5656 4 місяці тому +21

    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 !

    • @davidbombal
      @davidbombal  4 місяці тому +3

      You're welcome! I hope the video helps you!

    • @numb0t
      @numb0t 4 місяці тому

      ​@@davidbombalsir you're legit, a role model in the field!

  • @valentinrafael9201
    @valentinrafael9201 3 місяці тому

    Absolutely make a course!

  • @Geoff_down_under
    @Geoff_down_under 3 місяці тому

    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.

  • @oscarcolon6082
    @oscarcolon6082 4 місяці тому

    Loved this video, thank you @DavidBombal 🙏🏽