How I'd Learn AI in 2024 (if I could start over)

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Dave Ebbelaar

Dave Ebbelaar

День тому

Here's the roadmap that I would follow to learn artificial intelligence (AI).
📚 Get the FREE roadmap here ➡️ bit.ly/data-alchemy
⏱️ Timestamps
00:00 Introduction
00:34 Why learn AI?
01:28 Code vs. Low/No-code approach
02:27 Misunderstandings about AI
03:27 Ask yourself this question
04:19 What makes this approach different
05:42 Step 1: Set up your environment
06:54 Step 2: Learn Python and key libraries
08:02 Step 3: Learn Git and GitHub Basics
08:35 Step 4: Work on projects and portfolio
13:12 Step 5: Specialize and share knowledge
14:31 Step 6: Continue to learn and upskill
15:39 Step 7: Monetize your skills
16:53: What is Data Alchemy?
🛠️ Explore ProjectPro
bit.ly/3q837w8
👋🏻 About Me
Hey there! I'm Dave, an AI Engineer and the founder of Datalumina, where our mission is to facilitate entrepreneurial and technological proficiency in professionals and businesses. Through my videos here on this channel, my posts on LinkedIn, and courses on Skool, I share practical strategies and tools to navigate the complexities of data, artificial intelligence, and entrepreneurship.
🎓 My Courses
www.skool.com/data-alchemy
www.skool.com/data-freelancer
✔️ How I manage my business and dev projects
clickup.pxf.io/k0EN9N
📊 How I'm using data to track my health
join.whoop.com/datalumina
🔗 Let's Connect
/ daveebbelaar
/ daveebbelaar
📥 Datalumina's Newsletter
www.datalumina.com/newsletter
#ai #roadmap #datalumina
📌 Video Description
In this video, Dave shares a comprehensive and actionable roadmap for anyone looking to start their journey into the exciting world of artificial intelligence (AI) in 2024. Whether you're a complete beginner or someone looking to pivot your career towards AI, this video lays out a step-by-step guide that demystifies the process of learning AI from the ground up. Dave highlights the significance of AI in today's tech landscape and addresses common misconceptions that newcomers might have.
With a focus on practical learning, the video emphasizes the importance of choosing between a code-centric or a low/no-code approach, making AI accessible to a broader audience. Dave's unique approach involves asking a critical question that shapes the learning path, ensuring that viewers embark on a journey tailored to their goals and interests.
The roadmap detailed in the video covers essential steps such as setting up your learning environment, mastering Python and key libraries crucial for AI, understanding the basics of Git and GitHub, and the importance of working on projects to build a strong portfolio. Dave also talks about the importance of specialization and the continuous process of learning and upskilling in fields like generative AI, large language models, chatbots, and machine learning.
Furthermore, Dave shares insights on how to monetize your AI skills, turning your passion into a profession. The video concludes with an introduction to Data Alchemy, a concept that encapsulates the transformative power of AI knowledge.
For those eager to dive into the AI world, Dave offers a free roadmap accessible through the link provided in the video description. This invaluable resource serves as a compass for navigating the complexities of AI learning, making it an essential watch for anyone interested in artificial intelligence, machine learning, and related technologies.

КОМЕНТАРІ: 435
@daveebbelaar
@daveebbelaar 9 місяців тому
Thank you all for more than half a million views! 🙏🏻 You can find the free roadmap here: bit.ly/data-alchemy
@Jake_McAllister
@Jake_McAllister 9 місяців тому
Dave, your a G mate. I’m a civil engineer but training myself in programming. Planning to switch careers. Loving everything I’m learning. Your videos are class mate, keep up the good work 👌
@soulfuljourney22
@soulfuljourney22 8 місяців тому
​ 14:42
@tmayoria511
@tmayoria511 7 місяців тому
How do I get the Roadmap this Link doesn't take you directly there and I don't know how to find it on data alchemy
@daveebbelaar
@daveebbelaar 7 місяців тому
@@tmayoria511 Go to the classroom ;)
@abdulwasiutobiloba5542
@abdulwasiutobiloba5542 7 місяців тому
Its not opening 😢
@jamesmartin3004
@jamesmartin3004 3 місяці тому
55 year old and have started using AI in my job, no one else in the company is using it or trying it out. Scary to start something as a beginner but everyone started somewhere
@JorgeRojas-up3ih
@JorgeRojas-up3ih Місяць тому
Good for you buddy, im 53 have been studying code for three years, and I think it was an awesome decision. You wont regret It
@divonnea83
@divonnea83 25 днів тому
As a 40yr trying to get into the field this gives me hope.
@item6931
@item6931 14 днів тому
54 yo and traditional engineer. Have almost convinced my boss to allow me to build AI to leverage another of my projects. Am also bit nervous, but excited too.
@LatoriaMartin
@LatoriaMartin 12 днів тому
Amazing how they aren’t using it but the business definitely is with scheduling.
@Zale370
@Zale370 9 місяців тому
00:14 📚 Focus on learning the technical aspects of AI, rather than relying solely on no-code tools. 01:09 👩🏻‍💻 Understand the breadth of AI and its subfields, including machine learning and deep learning. 03:45 🛠 Set up a work environment and become proficient in Python and key libraries like NumPy, Pandas, and Matplotlib. 08:45 🖥 Gain experience by working on projects, reverse engineering code, and building a portfolio. 13:21 🎯 Choose a specialization in AI and share knowledge through blogging, writing articles, or creating videos.
@Steven-pj1iu
@Steven-pj1iu 6 місяців тому
Not all heroes wear capes. Thank you my good man.
@diedforurwins
@diedforurwins 5 місяців тому
I loooove relevant emoji labels THANKS
@KendallMatthews
@KendallMatthews 3 місяці тому
Fantastic
@IoT_
@IoT_ Місяць тому
​@@Steven-pj1iu It was generated by some AI tool
@IoT_
@IoT_ Місяць тому
​@@diedforurwinsbecause it was generated by some AI tool
@truchongviet6979
@truchongviet6979 8 місяців тому
Thank you, Dave! This is such an informative walkway to-do list! 😊
@abduaatif1570
@abduaatif1570 9 місяців тому
literally this is the most useful stuff i watched on data science and ai ml topic which cover everything perfectly. u deserve my sub man. keep it up. love ur content.
@eddsimounpoblete9961
@eddsimounpoblete9961 15 днів тому
is still good for people that has adhd
@jokosalsa
@jokosalsa 9 місяців тому
Dave, well said. I praise your maturity in calling out very clearly all that no-code hype from other YT channels, and that you have to learn to code.
@MrBadGenius
@MrBadGenius 8 місяців тому
Well said! I do not to like no-code tools😅 it’s cool if we can combine low-code + pro-code
@jermainemyrn19
@jermainemyrn19 7 місяців тому
Rpa is no code
@TheWarriorsWaytolife
@TheWarriorsWaytolife 7 місяців тому
especially as it pertains to chatbots too much cap on YT
@manan-543
@manan-543 6 місяців тому
Lol I'm willing to dive into generative ai. And I know that I'll have to learn a lot of coding to train and fine tune models before actually building no code solutions lol. Ai developer or ai engineer is called so for a reason.
@Coolboy_88
@Coolboy_88 5 місяців тому
Lol I was removing it from watch later cause I thought it had No code approach bullshit after those checkpoints but thankgod I saw your comment 😂😂
@Pazellzi
@Pazellzi 8 місяців тому
This is a really well made roadmap and video! Good luck on your UKposts career!
@seanbergman8927
@seanbergman8927 9 місяців тому
Thanks for this video! It is exactly what I've been looking for. I'm planning a career pivot into the AI/ML field after spending 20 years as a tech HW product manager. I've felt a strong urge to become more of a solo individual contributor, or possibly a project founder in time, and like your description of freelance data scientist. I've been actively learning Python, and this helps sketch out a roadmap for the next steps.
@idiot8779
@idiot8779 6 місяців тому
Hi sir could u pls tell from u learning python plz🙏
@samratsudeepchoudhary256
@samratsudeepchoudhary256 9 місяців тому
I am watching your Fitness Tracker playlist. It's awesome. I really appreciate such full projects where the thought process is also explained. Need more please.
@silverthunder7122
@silverthunder7122 Місяць тому
He made something like that? What does it do?
@WahabAwudu
@WahabAwudu 5 місяців тому
Thanks, man. As a full-stack web developer, I now feel like AI can essentially transform me into a super engineer given the possibilities AI has for both no-code and coded projects. Thanks for this roadman, Dave.
@sidBolega
@sidBolega 4 місяці тому
Hey bro, I am looking to learn full stack development, can you please guide me how to get started
@lixiasong3459
@lixiasong3459 9 місяців тому
Dave, your AI roadmap video has me truly excited! As someone who's not completely new to the field, I find your insights incredibly valuable. I've admired your work for a while, and now, more than ever, I'm looking forward to joining your community and engaging with like-minded enthusiasts. Keep leading the way in AI, and thank you for creating such an inviting and educational space! #JoiningDave'sCommunity
@daveebbelaar
@daveebbelaar 9 місяців тому
Thank you 🙏🏻
@GeobotPY
@GeobotPY 9 місяців тому
Great vid! Love that you point out the disadvantages of Bopress, Flowise and other no-code/low-cod tools. Although they are great tools they lack some customizability -a lot of Botpress bots I have seen on youtube from AI automation agencies UKpostsrs are just funnels within in a chatbot with a not-so-very-impressive AI element. Love that you point out AI is more than that and where real value for businesses is found!
@daveebbelaar
@daveebbelaar 9 місяців тому
True, these tools are good to spin up quick prototypes and get companies excited about using AI, but you will soon run into customization and scaling options.
@almightyblazettv8421
@almightyblazettv8421 7 місяців тому
Thank you man, you said what I needed to hear. I'm in college and I needed the push to keep going to finish my masters in AI.
@lucas_robinson_
@lucas_robinson_ 9 місяців тому
Good stuff, Dave! I love where you are going with this.
@daveebbelaar
@daveebbelaar 9 місяців тому
Thanks Lucas!
@mohammedshahab6095
@mohammedshahab6095 7 місяців тому
Excellent !!! you hit the bulls eye. This is what I exactly searching for.
@hausofwonder
@hausofwonder 3 місяці тому
I just want to say thank you so much for this video. You and I have the same learning style. You really answered some of the questions I have had trying to get into IT. My life has taken a drastic turn so in learning something new.
@CaptainNatalie
@CaptainNatalie 7 місяців тому
This is such a well-articulated explanation of the industry. Thank you for this.
@jtreg
@jtreg 5 місяців тому
apart from the all-male perspective... what about women working in AI???
@tonestrada2000
@tonestrada2000 7 місяців тому
Hi Dave, thanks for the wonderful content. This will help a lot of people. Do you have a video for a day in a life as a data scientist?
@barasra8847
@barasra8847 2 місяці тому
Great start for AI and projects resources.thank you!🎉
@Benemortasia666
@Benemortasia666 8 місяців тому
Ik kijk nu denk ik al paar maanden praktisch alles wat ik tegenkom rond deze onderwerken, heb dit pas een keer eerder kunnen zeggen. Deze video is niet zoals al die andere die zoveel op elkaar lijken, je steekt er daadwerkelijk wat van op, tnx kerel.
@daveebbelaar
@daveebbelaar 8 місяців тому
Bedankt voor dit goede begin van mijn zaterdag ;)
@user-ti6in5gq7d
@user-ti6in5gq7d 7 місяців тому
어디로가면그ㅐ를폴수잇나요!
@qanishque
@qanishque 29 днів тому
Mujhe kuch samajh nhi aaya.
@kgsriram
@kgsriram 4 місяці тому
I am 42 and a Data Science & AI aspirant! I am going to take the guidance from Data Alchemy in this knowledge pursuit and becoming a student again! Thank you Dave! This generation is way better wired than what people think!
@bigbang259
@bigbang259 3 місяці тому
it's too late, it's a game for kids. Im 42 and I understand that it's too late, even tho I have a programming background.
@WantOxide
@WantOxide 3 місяці тому
@@bigbang259 Not too late but it does require some considerable effort. It's also about math and it's running so fart that you have to catch up
@MegaRiddikulus
@MegaRiddikulus 3 місяці тому
​@@bigbang259 If you have programming background it is never too late. i see people with no programming background venturing into AI and Data Analytics
@ilovedogs938
@ilovedogs938 3 місяці тому
I'm going to be 33 this year and also planning a career change into Data Science!
@bigbang259
@bigbang259 3 місяці тому
@@ilovedogs938 you better hurry up. The game is getting tougher every day it's not like tomorrow will be the same as today every day it is getting more difficult to get into the field
@kevon217
@kevon217 9 місяців тому
Great approach! Love your vids
@aminj6758
@aminj6758 8 місяців тому
Great video, thank you. How long do you think it takes for someone committed (who doesn't know much about programming) to learn enough Python to be able to do what's needed with AI?
@ToMMiTTo
@ToMMiTTo 8 місяців тому
6 months at least
@geetv6595
@geetv6595 7 місяців тому
I'm a computer science student on my 4th semester, and currently doing my specialization with SPA, ML / AI in mind. I really lacked some motivation, cause I was so confused where to start in such a big new field as AI is. Your video has just inspired me with various resources. Lets go!
@Saveg36
@Saveg36 7 місяців тому
Did chatgpt write this lmao
@geetv6595
@geetv6595 7 місяців тому
No I did ^^@@Saveg36
@nandinidas7417
@nandinidas7417 5 місяців тому
samee here
@nandinidas7417
@nandinidas7417 5 місяців тому
​@@Saveg36chatgpgt Never choose anything...it always provides some information and give preference
@chadidako
@chadidako Місяць тому
Love your idea about sharing 😊👍🏻 Thanks so much. Subscribed!
@marcoslopes2833
@marcoslopes2833 7 місяців тому
Bro, thanks for that video. Your content is amazing! + one subscriber
@wongr643
@wongr643 9 місяців тому
Really enjoy your video! Keep them coming!
@daveebbelaar
@daveebbelaar 9 місяців тому
Thanks, will do!
@dennisdevink5667
@dennisdevink5667 7 місяців тому
Goeie video Dave. Ga er zeker iets mee doen! Thanks
@khawatirouh
@khawatirouh 6 місяців тому
Thank you so much for this amazing explanation and clarification Dave😍
@arhabhasankhan8465
@arhabhasankhan8465 2 місяці тому
UKposts recommended me this video. I am grateful for this. Great video. Thanks. Now, I am subscribed to this channel.❤
@bill960
@bill960 23 дні тому
感谢博主,学习了!
@narangfamily7668
@narangfamily7668 9 місяців тому
Beautiful video- thanks for sharing
@saeedasgaritehrani
@saeedasgaritehrani 3 місяці тому
Tnx Dave, it was a huge help to me. I appreciate what u do and your contribution
@AiraSunae
@AiraSunae 4 місяці тому
Thanks for this video, Dave. I decided instead of depending on third-party software to build me automation services, I would make it myself. This really helps me out. I appreciate it 🙏
@prabath2928
@prabath2928 7 місяців тому
Teaching is professional brother,thanks for the information
@navm4n
@navm4n Місяць тому
incredibly helpful, thank you so much, subbed.
@ecommercewithjay8857
@ecommercewithjay8857 7 місяців тому
Thank you for the information. I will be making good use of it.
@tonystarkmowa
@tonystarkmowa 6 місяців тому
Great Video and Thank you so much for the clear Explanation.
@DemoGPT
@DemoGPT 9 місяців тому
Kudos on the excellent video! Your hard work is acknowledged. Could we expect a video about DemoGPT from you?
@perezpepito104
@perezpepito104 3 місяці тому
Dave, well said.I praise you in calling out very clearly all that no-code and low code are adequate solutions as a goal, and that you do not have to learn to code.
@A_polymath
@A_polymath 8 місяців тому
i love your mindset and your accent too. brilliant
@adriantang5811
@adriantang5811 9 місяців тому
Many thanks for your sharing!
@PeterPan-hs5tu
@PeterPan-hs5tu 9 місяців тому
another gold nugget, much appreciated Dave! 🍻
@divyamarkande35
@divyamarkande35 7 місяців тому
Question - what about the prerequisite Math knowledge, for breaking into AI ? I’m asking because I majored in a non-STEM subject . At which level would you incorporate the Math, in this roadmap?
@brucewilliams2106
@brucewilliams2106 4 місяці тому
calculus, vector math, numerical methods
@alexbishop5106
@alexbishop5106 4 місяці тому
thank you for the resources and guidance!
@07Mihai07
@07Mihai07 7 місяців тому
Thank you for this very valuable video!
@aarondsouza0
@aarondsouza0 3 місяці тому
found your video really helpful from the many videos I went through. I wanted clarification on the python compiler you suggested that you use(the part where you said this was the missing step between UKposts vids and running Python on your own computer). Could you share the link or name so I could download it?
@thinkholisticwellness
@thinkholisticwellness 2 місяці тому
Brilliant, man! Keep it up and thanks for sharing such valuable info.
@KahnJi
@KahnJi 2 місяці тому
Thank you so much for sharing this!
@clerpington_the_fifth
@clerpington_the_fifth 3 місяці тому
I'm glad you don't sugar coat it by watering down the need for learning the coding and math aspects of machine learning and AI. Thank you.
@Phuocinh90
@Phuocinh90 6 місяців тому
Thanks, Dave. I've been self studying to change my career into AI development for a year now, and I happened to follow exactly the path you proposed. It was in fact very effective in my opinion
@lhexluthor1969
@lhexluthor1969 6 місяців тому
How it's going, do you get or a job or still learning
@Godsabilitychannel
@Godsabilitychannel 4 місяці тому
Hi, pls can we learn together?
@henrythomas7112
@henrythomas7112 Місяць тому
Great video! Some key points were highlighted that I hadn't heard anyone else discuss. Thank you!
@johanneskoppa9358
@johanneskoppa9358 5 місяців тому
Thank you for your refreshing take. Found my starting point! 😊
@nandinidas7417
@nandinidas7417 5 місяців тому
thank you so much.As a second year student of BTech in Computer Science Engineering now I've to choose any domain so I got puzzled and searched so many channels on what to do. Just Because I love mathematics I chose machine learning but your roadmap is very interesting...And wowww the Data alchemy is just wowww...
@bin4ry_d3struct0r
@bin4ry_d3struct0r 9 місяців тому
I started learning AI/ML back in 2020 (before the LLM hype) right around the time of the pandemic. I needed to brush up on the calculus, linear algebra and statistics I've forgotten since university. I have a beyond high-level understanding of most ML algorithms. For instance, I know ChatGPT is a decoder-only transformer architecture that calculates a probability distribution used for next-word prediction. To work in this field requires lifelong learning. I put in the work and will continue putting in the work. The idea of low code/no code "engineers" profiting off this tech is just super sus. Maybe I'm just an old man yelling at clouds.
@daveebbelaar
@daveebbelaar 9 місяців тому
I guess as engineers, we just see the flaws of these tools ;)
@amaljohnson4008
@amaljohnson4008 8 місяців тому
How's your journey so far ? Can you provide me with your email id
@GodspowerMelariri
@GodspowerMelariri Місяць тому
Thanks mehn. This was really helpful
@ebruyesilcayir9140
@ebruyesilcayir9140 27 днів тому
Great video, thanks for the guidance and resources and links.
@daveebbelaar
@daveebbelaar 27 днів тому
My pleasure!
@SteveMonte1
@SteveMonte1 3 дні тому
Seems like a really helpful channel. Great video here. Thanks!
@Abhi_Nav
@Abhi_Nav 6 місяців тому
I agee with you. The best advice on how to learn pretty much anything..! Thanks for sharing
@giulioguerrieri8935
@giulioguerrieri8935 3 місяці тому
this video is so well edited! congrats
@sebastianareister
@sebastianareister 6 місяців тому
Hey Dave, first of all thank you very much for your video! Should I be good in mathematics for programming AI? What kind of mathematics do I need? Have a great day!
@datanash8200
@datanash8200 9 місяців тому
You're always providing value man ✍️✍️✍️
@daveebbelaar
@daveebbelaar 9 місяців тому
Thanks Nash!!
@laddcraner4170
@laddcraner4170 6 місяців тому
Thanks for the content and for sharing your insights!!
@JACK-of5vi
@JACK-of5vi 9 місяців тому
Hi Dave, thank you for your informative video! can you please talk a bit more about how to do projects as a beginner? right now I feel like I can only try to read and understand code written by others, but if I were asked to do a project from scratch, it's still pretty challenging. And it'd be really nice if you could let me know how to get over this gap and be able to do projects on my own! Many thanks!
@daveebbelaar
@daveebbelaar 9 місяців тому
The new group and course material should with that! Check out the link in the top comment on the description.
@DANNYEL20122
@DANNYEL20122 7 місяців тому
Quality information Top tier quality info just how I'd advise anyone. I just subscribed. What other social media are you on please?
@ai_panorama
@ai_panorama 5 місяців тому
This video is very helpful. Thank you for sharing. I got a lot from your very simple explanation.
@YoungHumanClub
@YoungHumanClub 9 місяців тому
Great videos! Thanks for sharing!
@daveebbelaar
@daveebbelaar 9 місяців тому
Thank you 🙏🏻
@p.anuragrao6381
@p.anuragrao6381 2 місяці тому
Thank you Dave for this super informative and really helpful video ;)
@user-xp5iw7tg2m
@user-xp5iw7tg2m 6 місяців тому
There appears to be no instruction or guidance as to setting up an environment? Did I miss a link or outside reference for the environment topic? Please advise.
@Beverage21
@Beverage21 9 місяців тому
what are the odds, just the other day I commented on your video about how I'm not sure where to start. thank you once again.
@aravindmr6827
@aravindmr6827 8 місяців тому
Great video.Hi Dave,I am a test automation engineer.Should I learn about full stack development before moving to DS?
@therainman7777
@therainman7777 6 місяців тому
I know you’re not asking me, but I wouldn’t do that unless you want to personally build web applications in addition to doing the actual data science.
@DreamImagineCreate
@DreamImagineCreate 8 місяців тому
I’m very interested in learning about Ai as it’s the future I’m not good at math which route would you suggest I go ?
@hemalatajanwade5236
@hemalatajanwade5236 7 місяців тому
Lovely video sir thnk u so much❤🎉
@yaosingtan2528
@yaosingtan2528 7 місяців тому
Hi dave, thanks for sharing you insights, there is 1 thing that i can't understand on setting up the environment on python, did you say infias?
@daveebbelaar
@daveebbelaar 7 місяців тому
Probably "In VS Code" - You can check out Data Alchemy for a full tutorial (link is in the description)
@rodprogramdev9253
@rodprogramdev9253 3 місяці тому
Nice tips been exploring machine learning lately and looking at ways I could possibly apply it in my game development. Really nice advice.
@ajittffcure
@ajittffcure 4 місяці тому
Great video, Dave! Loved the tips you gave. Thank you so much for sharing your wisdom and experience. Greetings from India.
@Viqy_Vibez
@Viqy_Vibez 4 місяці тому
What an amazing community you built @daveebbelaar. Thanks for the great value you share.
@SajidKhan-mw9cm
@SajidKhan-mw9cm 8 місяців тому
Love your honesty. I am an statistics undergrad final year student.
@abc_cba
@abc_cba 6 місяців тому
where at?
@MrVictorchase
@MrVictorchase 6 місяців тому
Excellent video. Any suggestion regarding what PC hardware would be most practical to have for first couple years?
@SandanuwanDhanushka
@SandanuwanDhanushka 7 місяців тому
Right to the point ❤
@Crismart06
@Crismart06 21 день тому
Thanks for this video!
@powerpath659
@powerpath659 7 місяців тому
How long from step 1 to 7 ?
@howtoinvest4yourself241
@howtoinvest4yourself241 3 місяці тому
You hit it right on the Nail, I have bought books in the past and simply never completed the learning because nothing in the book would work with my environment. Either because the software or codes don't work or are out of date.
@Lalala_1701
@Lalala_1701 2 місяці тому
Amazing video man. You covered everything. One question comes to mind in the next sec in the video ypu tell the ans. Just amazing 👏
@monasaeed4753
@monasaeed4753 4 місяці тому
Thanks for sharing your experience and a comprehensive roadmap...will you please suggest the resource for python practice... usually we take tutorials and grasp the concept but later we forgot it because of lack of practice...so I will appreciate if you share the practice questions resources for python... thanks
@TSVines1
@TSVines1 7 місяців тому
hey dave, I need your suggestion,,,,I'm so weak in math .I want to do something in AI sector..so what should I do now >?? which sector will be perfect for me///??
@phyowailinn6849
@phyowailinn6849 5 місяців тому
Thanks for the sharing bro.
@sumitmusale8920
@sumitmusale8920 9 місяців тому
love from India brother , can you make video on blog writing for fresh data scientist , specially how to represent projects and other things in that.
@ecommercewithjay8857
@ecommercewithjay8857 7 місяців тому
I noticed you said to learn Python libraries like NumPy, pandas, and mathplotlib. Should we pick 1 of these or just learn the basics of each three and then pick one to delve deep into?
@daveebbelaar
@daveebbelaar 7 місяців тому
First learn the basics of each three. They are essential for everything that you do later.
@ecommercewithjay8857
@ecommercewithjay8857 7 місяців тому
​@@daveebbelaar will do. thanks.
@ilovenatureiloveculture5776
@ilovenatureiloveculture5776 4 дні тому
Thank you very much! It’s a great video
@patriciakotlinski1035
@patriciakotlinski1035 Місяць тому
The best roadmap! Fantastic
@salmasaad198
@salmasaad198 5 місяців тому
Ok what if I want to learn how to build AI tools, systems and automations but I’m also so into art and want to use that in my tools/content creation. Which path to take? In this case is it enough to learn programming/machine learning/ data science basics as a foundation when using no code / low code and have GPT help me, to focus on my creative side? I’m good at building systems and structuring but also so into art and film making specially with the ability to use ai now it can make me create what I want. I’m so confused on what to do 😔 I’m ready to do anything I just finished a python course but I’m lost again if I’m doing the right thing or not , I don’t wanna end up a coder only spending hours on code , I’m creative
@MrMahesh7001
@MrMahesh7001 6 місяців тому
Great Roadmap. Thanks a lot!!!
@earthumbrella
@earthumbrella 7 місяців тому
Great content. Thank you!!
@HelloErth
@HelloErth 3 місяці тому
Really valuable content... Subscribed ! Please keep posting.
@Vikram777ish
@Vikram777ish 21 день тому
Which laptop should I ge? MacBook or windows i5 is enough? To learn ai and work online?
@wuyanchu
@wuyanchu 5 місяців тому
Brilliant tutorial, thx and god bless u and the world... Regards from Hong kong 😊
@npithia
@npithia 20 днів тому
I love your recording setup. Would be kindly be able to share how you set it up?
@SEOPPC101
@SEOPPC101 8 місяців тому
02:38 quite true. Some people worked on it during 70s, 80s, and retired in the 90s 😂 and we are thinking of getting familiar with it Now. That's what general public isn't aware of.
@VedaVoyager
@VedaVoyager 4 місяці тому
Hi @Dave, I'm poor at mathematics and I'm afraid of it. Is it better for me to learn AI with low mathematical skills? But I'm most interested in coding and I'm at intermediate level to code in SAP ABAP or SQL. I learn basics of Python, too. I'm just afraid of Mathematics. Please suggest.
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