KZhead

How I'd Learn AI (If I Had to Start Over)

Thu Vu data analytics
2024 ж. 10 Мам.
638 534 Рет қаралды
Жүктеу

AI Learning Roadmap (Notion) 👉 tinyurl.com/2m5bcyyv
AI Learning Roadmap (PDF) 👉 tinyurl.com/3hdjnbaa
Blog post version of this video (if you prefer reading) 👉 / how-to-learn-ai-on-you...
🔑 TIMESTAMPS
================================
0:00 - Intro
1:08 - Why should you learn AI
2:20 - Low code / No code approach
3:26 - Programming (Python)
5:09 - Git
6:16 - APIs
7:03 - Neural networks
8:56 - Neural network architectures
10:08 - Text embeddings & vector store
10:38 - Real-world projects
11:52 - Mental models & specializations
13:56 - Extra resources
👩🏻‍💻 COURSES & RESOURCES
================================
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📖 Learn SQL Basics for Data Science Specialization 👉 imp.i384100.net/AovPnJ
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📖 Applied Data Science with Python 👉 imp.i384100.net/gbxOqv
🙋🏻‍♀️ LET'S CONNECT!
================================
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🔗 All links: linktr.ee/thuvuanalytics
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#gpt #ai #datascience #ThuVu #dataanalytics

Пікірлер

  • I am starting over and starting with AI at age 49

    @NickLeeds@NickLeedsАй бұрын

    • You and me both brother.

      @Ghost_Bear_Trader@Ghost_Bear_TraderАй бұрын

    • Thanks God I am not alone, planning to start to build AI at age of 47.

      @kimparco5973@kimparco5973Ай бұрын

    • 50s here and starting into AI we are not alone.

      @declankiernan1970@declankiernan1970Ай бұрын

    • We are all together. I am 39 and im an apprentice again. Good luck to us all❤

      @Msfire_sa@Msfire_saАй бұрын

    • I’m 49 too! I’m really excited about learning more about AI 🤘🤖🤘

      @jeffersonolmert4389@jeffersonolmert4389Ай бұрын

  • It's a very comprehensive and thoughtful roadmap to learn AI, Thu. Appreciate your research and efforts to put together such a great guidance with lots of useful information. 👍🏻

    @quangphu1912@quangphu19125 ай бұрын

  • Truly appreciate the clarity and simplicity of your presentation! Very valuable. Thanks :)

    @imature3971@imature39715 ай бұрын

  • This video is INCREDIBLE! It should be watched by any IT professionals in 2024. It is amazing how a new world is open for us, similar to what happened in mobile development back in 2010. There is so much non-sense noise in the media and even with IT content creators that we get lost in the true value behind all this. Thank you so much for sharing this. I want everybody in my network to see it.

    @ricardolgrj@ricardolgrj3 ай бұрын

  • You are such a BADASS!!! I LOVE how thorough & well researched you videos are! Thank you so much as usual for so diligently sharing your knowledge!!!

    @TheNisiu@TheNisiu4 ай бұрын

  • Thank You Thu. For providing such a wealth of experienced information. Thank You for all the hard work , putting the PDF together and posting it, for us. We appreciate it very much! I'm avid note taker Myself. So I know the effort it takes to generate effective notes. My current research centers about Web Dev Technologies. Quickly I've realized how AI, LLM's, NLP Etc. have become an integral part of all development. The AI Technology Explosion is daunting for sure. Especially for those of us who are new to it. In my age group, I can't tell you the number of times I've heard, "Oh that's beyond me" "All that Tech., stuff. I don't understand it." "No I haven't tried the AI Chat Bots, that's way over my head" ... Well It's NOT, Let us not limit ourselves. I'm retired now, still learning, still researching. I'm an older IT-Person. In my career, I was more centered on Network administration. But I'm still inquisitive of new Tech. My name is Wil. I love your Channel. Best Wishes... Many thanks ;-))

    @bladeveescious3282@bladeveescious32825 ай бұрын

  • Love that you are focusing on the fundamentals for this! I feel learning Python is just as important as ever in the advent of all these AI advancements recently

    @LukeBarousse@LukeBarousse5 ай бұрын

    • Indeed! Coding might be more high level and look different in the future but it will still be an important skill!

      @Thuvu5@Thuvu55 ай бұрын

    • @@Thuvu5how come A.I. is only being developed in America (and not in your native Asia)?

      @ireneuszpyc6684@ireneuszpyc6684Ай бұрын

  • I love how you tell us what to learn in specific

    @LO3.@LO3.4 ай бұрын

  • Wow. This is pound for pound the best introductory overview to AI for someone looking to fast track their entry into the field from a non or limited technical background

    @skane3109@skane31095 ай бұрын

    • Thank you so much! Glad it was helpful! 🙌

      @Thuvu5@Thuvu55 ай бұрын

    • Do you have a degree in CC?​@@Thuvu5

      @fukkoff2024@fukkoff20242 ай бұрын

  • Starting over at age 59..

    @pierretetreau7497@pierretetreau7497Ай бұрын

    • ❤

      @blackswann9555@blackswann955517 күн бұрын

    • Badarse🙏

      @sharpsrain8302@sharpsrain830216 күн бұрын

    • Nothing late some guys asking their age around 20 's,is it too late for me believe me it is late for them if they have no brain but if you are over 60 's it will not be late ,if you are smart and like it...

      @jmy797@jmy79714 күн бұрын

    • Starting over? I prefer to think of it as building an entirely new world on top of everything I already know. By the time you get to your age, you have way more context to inform the possible uses of AI compared to younger individuals. And in my experience, AI is very simple and easy to leverage without doing any programming. Using chat GPT and Claude AI in their native format presents so many unique opportunities alone.

      @carlanwray8718@carlanwray871810 күн бұрын

    • Great initiative sir/ma'am. 🙏🏻🙏🏻🙏🏻

      @Ashutosh-lw3cn@Ashutosh-lw3cn9 күн бұрын

  • Excellent video, Thu! Thank you for preparing this - well done!

    @marko5937@marko59374 ай бұрын

  • Thank you for sharing in such easy-to-understand way. Love your voice too! Keep up the good work!

    @wanerren4942@wanerren49423 ай бұрын

  • This is very inspiring. A proper dissecting of AI beyond the continuous magic that we are often told that it does. Interesting Perspective too on the various areas of AI niche specialization. Thank you!

    @ritaadesina733@ritaadesina7335 ай бұрын

  • As someone that is far down the path of my AI learning journey I can 100% vouch for the this roadmap. I wish I would have seen a roadmap like this earlier. Many of the roadmaps I saw at the beginning of my journey failed to mention important topics like git and APIs. APIs are a particularly important topic to cover if you want to build more sophisticated projects. Keep up the great content!

    @omari296@omari2965 ай бұрын

    • How can I learn API , I am an aspiring data scientist

      @shobhitagnihotri416@shobhitagnihotri4165 ай бұрын

    • Thank you! Really appreciated this 🙌

      @Thuvu5@Thuvu55 ай бұрын

    • hello , iam 31 years old , how much times took to learn AI , you have good background on this field , thanx :)

      @ybmzybmz2863@ybmzybmz28633 ай бұрын

    • @@shobhitagnihotri416 You could learn a bit about software developed to make APIs use/creation easier (like Postman) which might hand hold you a little more if you're really only interested in the API interaction. However, more likely you need to first learn whichever programming language you want to use (I guess Python, though you might want to think about R for data science still) so you can extend knowledge of that language to making API push/pull requests. This is really the key thing here - "learning APIs" just means understanding the main principles and request structures as, guess what, every App's API is different, and you will need to read up on the specifics of how to call each individual one. Once you're comfortable with a programming language I would pick a web service that is well known and has loads of documentation (E.g. you can use Google's API to pull/update data from Sheets) and then gradually write some code that can fetch data, do something with it and return it.

      @someone98764@someone987642 ай бұрын

  • i was so scared of writing program or code as i m a mechanical engineer but watching and following your portfolio projects has eased my introductory joutrney in it and i was surprised that i liked generating diff visuals and analyze them. Thank you so much. i'll remember you as my first data science teacher. :)

    @prasad_create2687@prasad_create26875 ай бұрын

    • Fifty years ago I received a degree in electrical engineering. Now, AI is giving me wings

      @wolfgangley2598@wolfgangley25984 ай бұрын

  • This is simply the most comprehensive and valuable AI Roadmap video I've ever seen! You're truly amazing.

    @hohinho452@hohinho4522 ай бұрын

    • Wow, thanks a lot! Glad it was helpful 🤗

      @Thuvu5@Thuvu52 ай бұрын

  • Can't wait to start learning! Thankyou for this video!!

    @Cedar-lg5ct@Cedar-lg5ct3 ай бұрын

  • Love your videos and how enthusiastic you are about AI and analytics, keep it up!

    @SIRBACONN@SIRBACONN4 ай бұрын

  • 0:00 - Intro 1:08 - Why should you learn AI 2:20 - Low code / No code approach 3:26 - Programming (Python) - Python fundamentals: Data Types, Data Structures, Conditionals, Object Oriented Programming - IDE: Visual Studio Code, PyCharm, Jupyter Notebooks - Libraries: NumPy, Pandas, Matplotlib, SpaCy, LangChain 5:09 - Git 6:16 - APIs - API Request and API Response (to use, say, ChatGPT API) 7:03 - Theoretical Fundamentals of AI - Machine Learning, Deep Learning (Neural Networks), Computer Vision, Natural Language Processing, Reinforcement Learning - AI ⊃ ML ⊃ DL ⊃ Generative AI ("⊃" means superset) - Since these days AI/ML is mostly based on Neural Networks (DL), you can directly jump to that to save time and then learn other broader ML/AI concepts along the way. 8:56 - Neural network architectures 10:08 - Text embeddings & vector store 10:38 - Real-world projects 11:52 - Mental models & specializations 13:56 - Extra resources

    @YashArya01@YashArya013 ай бұрын

    • Thanks a lot.

      @jeanneleung7953@jeanneleung79533 ай бұрын

  • THANK YOU SO MUCH for these insights ! They're very useful. Prepping in Python and Data Science Basics before applying for a vocational school!

    @akina1053@akina10533 ай бұрын

  • This video and the PDF are amazing! Thanks for the helpful content as usual.

    @junepark1003@junepark10035 ай бұрын

  • Really exceptional video! As someone who worked with old fashioned backprop nets in the 90’s and then got side tracked with work, this vid is the perfect jumpstart to get back into this tech. Thanks!

    @korntron@korntron4 ай бұрын

    • That’s awesome! All the best and happy new year!

      @Thuvu5@Thuvu54 ай бұрын

  • This is the best inteo video to AI I have seen. Excellent work! 🎉

    @user-pe3by3bc4e@user-pe3by3bc4e2 ай бұрын

  • Marvellous "if I had to start Over". Excellent DS Intro!!

    @chreinvent7167@chreinvent71672 ай бұрын

  • This has been super helpful, thanks for sharing so generously and eloquently.

    @MataioNBO@MataioNBO5 ай бұрын

  • Thank you so much for this excellent overview. Love your videos!

    @firelunamoon@firelunamoon5 ай бұрын

  • Very clear, precise and complete. THANK YOU!

    @rafaelvesga860@rafaelvesga8602 ай бұрын

  • Great Rapid Fire tutorial on how to get started or brush up on AI. Thank you! Subscribed.

    @OtRatsaphong@OtRatsaphong2 ай бұрын

  • Thank you for posting this. Digging into one of the recommended courses, and it is free even. Amazing. Thanks again.

    @DavidKestler@DavidKestlerАй бұрын

  • Thank you for the info. Especially those pictures. Well made video.

    @SudhamsuSharmaneodonly@SudhamsuSharmaneodonly4 ай бұрын

  • WOW, thanks for sharing your awesome Notion Roadmap resource. I love Notion!!!

    @digigoliath@digigoliath5 ай бұрын

  • Absolutely love your presentation and your clarity on these topics. Thank you so much for this!

    @applepeel1662@applepeel16623 ай бұрын

    • Aw that means a lot! Thanks for watching and commenting 🤗

      @Thuvu5@Thuvu53 ай бұрын

  • Lady, your tone of voice, volume of background music and talking speed are really good. Good content

    @ntalam@ntalam5 ай бұрын

  • Thank you Thu for this informative video and also the PDF with the roadmap!

    @patfov@patfov5 ай бұрын

  • Thank you for the knowledge!

    @redeh2@redeh26 күн бұрын

  • Hi! Like your video, great tips. I would personally add one thing to either the foundation or theory areas on the roadmap, which would be design patterns. LLM-based packages by nature, are very abstract and are a headache to debug or build much beyond the scope of a simple tutorial unless you know how to quickly navigate the entire code base and understand what all the components are doing.

    @Jonathan-rm6kt@Jonathan-rm6kt5 ай бұрын

  • Thank You so much for this clear and useful roadmap. So much appreciated

    @user-ng2um2oe6n@user-ng2um2oe6n2 ай бұрын

  • Thank you for the video! You have consolidated the breadth of AI and how to start on this journey very well. This is giving me confidence that I am heading in the right direction

    @ranzRanzable@ranzRanzable3 ай бұрын

  • Ty so much for the collection of info! Subbed!

    @ji94games@ji94games2 ай бұрын

  • Thank you for making such a great informative video, I learned many things from this today. Keep up the good work.

    @the_pirate@the_pirate3 ай бұрын

  • Thank you so much for the roadmap. Very useful

    @everquetdesign@everquetdesign5 ай бұрын

  • I really appreciate your video and the immense work you have put into making it!

    @trinhnguyenkn7624@trinhnguyenkn76242 ай бұрын

  • I am very much impressed, great job. I would follow all videos on the channel also that of Shopia. Thanks! Keep it UP!!

    @JayadevLenka@JayadevLenka3 ай бұрын

  • I love being provided with the .pdf so I can stop hitting pause, taking notes and turning this into a longer ordeal. Thank you!!

    @jbzeigler@jbzeigler16 күн бұрын

  • This is phenomenal. Thank you.

    @SnowyOwlPrepper@SnowyOwlPrepperАй бұрын

  • Thank you so much! I have had a few ideas that I've never really considered because it seemed out of grasp since computers has just been a hobby, but as I've been looking more and more into AI I realized that it's in my reach with a bit of study and effort. So I've been wondering where to start with everything moving as quickly as it does, and this video was perfect.

    @aspcia@aspciaАй бұрын

  • This one is really informational and appreciated video, so much encouraging. I took a Machine Learning class as MS Civil Engineering elective. Knowledge of conditional probability helped me learn better. I enjoyed plotting Decision Boundaries. Thank you so much Madam🎉🙏🏅🌾💯 You are the best!

    @tikarai4060@tikarai40605 ай бұрын

  • An in-depth understanding of programing seems to be a good start.

    @user-yp9nz6bs9q@user-yp9nz6bs9q4 ай бұрын

  • Nice ! I just finished a Data science Boot Camp , and now with this it will be awesome 😎 I’m liking this .

    @WWG1-WGA@WWG1-WGA4 ай бұрын

  • A really excellent Roadmap articulated very well. Thank you.

    @nichen6966@nichen696622 күн бұрын

  • Just loved your explanation❤

    @pintoleo@pintoleo4 ай бұрын

  • This is a pretty well put together roadmap.

    @mikhailmcrae5924@mikhailmcrae59244 ай бұрын

  • GREAT job and valuable content! Please continue the good work

    @sureshkumar-kx2xz@sureshkumar-kx2xz3 ай бұрын

  • I am watching her videos back to back.! I am starting my journey from fullstack web developer to machine learning/AI engineer.! Her videos are really helpful.!

    @kushaltanna5569@kushaltanna55694 ай бұрын

    • Would you say that web development is not worth your time anymore considering the market?

      @archivesofkaden@archivesofkaden3 ай бұрын

    • @@archivesofkaden No, not just yet. Web development is still relevant as AI cant handle large scale projects just yet. And many companies cant just switch their existing projects to AI based development overnight. But that is for sure, over the next 5-10 years AI will make significant impact in web dev and will eat up entry level to may be mid level jobs. to me, i just love to learn new tech, AI is fascinating and i want to learn how it works.! So, i am trying to learn it.!

      @kushaltanna5569@kushaltanna55693 ай бұрын

    • ​​@@kushaltanna5569Hey folk, i am currently learning js, the concern is by the time i learn full stack with good projects (stuff like nextjs, ShadCN, tailwind, docker, kubernetes, CI/CD), genAI, langchain, deep learning stuff, 2026 or 2027 will come, where the hell will my requirement accomodate in the industry, because all these senior engineers by that time (like some) have already replace junior devs, what value will I provide? Pls help, it's infuriating.....

      @ShubhankarSharma-vr6zg@ShubhankarSharma-vr6zgАй бұрын

  • I will certainly follow your fantastic channel for your valuable content & updates. AI has levelled the playing field so it is going to be an exciting exploratory learning journey. Thank goodness we have you to guide us in our quest.

    @digigoliath@digigoliath5 ай бұрын

    • Thank you so much for your kind words! Best wishes to you in 2024!

      @Thuvu5@Thuvu54 ай бұрын

  • superb work... loved it. Keep posting

    @saaransh01@saaransh014 ай бұрын

  • Muchas gracias, tus videos siempre aportan mucho, saludos desde Mexico

    @marioruiz5493@marioruiz54935 ай бұрын

  • You doing great! Thanks for all info :)

    @vmartme@vmartme4 ай бұрын

  • I started to learn the AI and understood the RoadMap. Thanks for your time.. looking for more videos.

    @rajasekhar6257@rajasekhar62572 ай бұрын

  • Your explainations are very clear and structured, thanks!

    @francescolux09@francescolux09Ай бұрын

  • Super intro, good work and useful one too. Thank you for your effort. ❤

    @petersimon985@petersimon985Ай бұрын

  • I feel lucky and grateful for watching this video... Thank you very much for explaining the step-by-step roadmap, It is crystal clear... Awesome!

    @rtm83388@rtm833884 ай бұрын

    • Glad it was helpful! Good luck and happy new year! 🎆🤗

      @Thuvu5@Thuvu54 ай бұрын

  • This video is brilliant. Thank you for this!

    @zurilyons457@zurilyons4573 ай бұрын

  • Thanks sis, I am currently pursuing my web development career but I would like to change to AI after having some experience in the tech area. This video is quite helpful. ❤

    @AlexPo-dd1ll@AlexPo-dd1ll2 ай бұрын

  • Thanks for the roadmap and downloadables. Cam on Thu Vu nhieu

    @txreal2@txreal25 ай бұрын

    • Thank you too!

      @Thuvu5@Thuvu55 ай бұрын

  • Thanks for the video!

    @robbiem7630@robbiem76306 күн бұрын

  • Thank you so much! I learnt sooo many things about this difficult topic!

    @dck4113@dck4113Ай бұрын

  • Thank you SO MUCH for sharing this knowledge.

    @coachvalente@coachvalente2 ай бұрын

  • life changing education, thank you!

    @derekdjonsgaming@derekdjonsgamingАй бұрын

  • This video was great! I really like your approach and it shows your professionalism and deep knowledge. It really motivated me! Thanks for the resources as well

    @pastelsavage@pastelsavage24 күн бұрын

  • I've seen.a couple of videos with almost identical titles/topic of content i.e. AI learning roadmap. But you've done a remarkable job in simplifying things while educating and still making the unknowns seem accessible. You've clearly highlighted the structure, tools and resources for each step along the way. Thank you.

    @thelostpiranha@thelostpiranha2 ай бұрын

  • Loved the video and insightful, very helpful for beginners

    @raviranjans2409@raviranjans24092 ай бұрын

  • Fantastic video, thank you! Great content and directions 👌

    @MrBodydriver@MrBodydriverАй бұрын

  • Thank you, so helpful!

    @davedsilva@davedsilva4 ай бұрын

  • Love your explanation ❤

    @BMMUSIC2000@BMMUSIC20003 ай бұрын

  • YES, build things with AI and not just be a consumer of it. Really excellent content, by the way.

    @k.h.p.9862@k.h.p.98625 ай бұрын

  • This is the best intro online

    @makut4154@makut4154Ай бұрын

  • Very thoughtful and excellent video 🙏🏼

    @sandeepshenoy8228@sandeepshenoy82283 ай бұрын

  • Thank you so much for this excellent summary.

    @markclintworth6134@markclintworth613425 күн бұрын

  • Excellent roadmap!

    @StatisticianInStilettos@StatisticianInStilettos4 ай бұрын

  • Thank you for the direction.

    @JDMaple85@JDMaple852 ай бұрын

  • this is what I looking for all the time. Thank you for sharing.

    @arpatparhat9801@arpatparhat98013 ай бұрын

    • Glad it was helpful! 🙌

      @Thuvu5@Thuvu53 ай бұрын

  • Thank you very much! It’s a great video!

    @ilovenatureiloveculture5776@ilovenatureiloveculture57764 күн бұрын

  • well thought out and comprehensive! thank you :)

    @qalimohamoud2599@qalimohamoud259929 күн бұрын

    • Thank you! Glad you enjoyed it 🙌🏽

      @Thuvu5@Thuvu526 күн бұрын

  • I like your presentation and smoothness of the video! keep creating

    @NahidHasan-dz7kt@NahidHasan-dz7kt4 ай бұрын

    • Thank you so much!

      @Thuvu5@Thuvu54 ай бұрын

  • I am learning AI and came across your great tutorial. Keep up with the great work and thanks.. You got me to subscribe.

    @EdsonNascimentoEN@EdsonNascimentoEN4 ай бұрын

    • Any specific learning platform/curriculum that you are using to learn?

      @iykeemeka726@iykeemeka7263 ай бұрын

  • Awesome presentation in brief.

    @moonemujjal@moonemujjal4 ай бұрын

  • Thank You for sharing this wonderful information.

    @kapilchaitanya9906@kapilchaitanya99062 ай бұрын

  • Very helpful video, Thankyou!!

    @vishakhawasnik6470@vishakhawasnik64705 ай бұрын

  • Very useful to understand in a simple language , thanks for sharing.

    @harihariharan5583@harihariharan55833 ай бұрын

  • Very good introduction about AI and programming skills, good point to start with AI from here, thanks a lot.

    @kamejoko80@kamejoko803 ай бұрын

  • e cảm ơn chị. Một chiếc video tỉ mỉ không kém mấy video của các pháp sư ấn độ nhưng lại có accent việt đáng yêu vô cùng

    @user-lj3up9ne1v@user-lj3up9ne1vАй бұрын

  • You really explain the fundamentals of AI very well, and I also feel that learn the basics Python is important.

    @nigelrichards2750@nigelrichards2750Ай бұрын

  • Great video and article on Medium! I have featured your article in a recent video and upcoming post on Medium. Great to find your work!

    @ai-BusinessPlans@ai-BusinessPlans3 ай бұрын

  • Thank you for very useful information

    @saksitb3491@saksitb34913 күн бұрын

  • I begin to love watching videos like this!❤👏👏👏

    @Fye1103@Fye11032 ай бұрын

  • The best road ever. Easy to catch on. You just gave me the best of the of the best. Wow. God bless you

    @shantaletechwi729@shantaletechwi729Ай бұрын

  • Thank you for posting how to learn AI. I am just starting out on this journey and your video will help me out tremendously. New sub here!!!!

    @tedmetre6933@tedmetre6933Ай бұрын

  • Great job with this video!

    @scvong@scvongАй бұрын

  • I'm so glad I found your channel !

    @mariacolin2675@mariacolin26753 ай бұрын

    • So glad I found you too 🤗🙌

      @Thuvu5@Thuvu53 ай бұрын
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