How I'd Learn AI in 2025 (if I could start over)

[@daveebbelaar]

You can find the free roadmap here: bit.ly/data-alchemy Even though this roadmap was published some time ago, my advice today would still be exactly the same. I started learning AI 10 years ago and it was the same back then. Even though AI innovation is progressing so rapidly, the fundamentals don't change!

[@Jake_McAllister]

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]

​ 14:42

[@tmayoria511]

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]

@@tmayoria511 Go to the classroom ;)

[@abdulwasiutobiloba5542]

Its not opening 😢

[@jamesmartin3004]

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]

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]

As a 40yr trying to get into the field this gives me hope.

[@item6931]

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]

Amazing how they aren’t using it but the business definitely is with scheduling.

[@SomeNerd-hn2is]

that's incredible man, most people don't have the courage to start something from scratch, good luck!

[@kgsriram]

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]

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]

@@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]

​@@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]

I'm going to be 33 this year and also planning a career change into Data Science!

[@bigbang259]

@@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

[@WahabAwudu]

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]

Hey bro, I am looking to learn full stack development, can you please guide me how to get started

[@Ebrahim_7]

Is it possible that artificial intelligence will take your place?

[@Ebrahim_7]

Is it possible that artificial intelligence will take your place?

[@pricejohn6623]

self taught engineer?

[@Stephen-rr4pz]

This is so extensible... I'm a software engineer and I can say that this process you're outlining 100% works for anything tech related, not just AI. Very well communicated, man!

[@aliandrtr670]

if i study 1-2 hours daily how long do you think it will take me to get to filling up portfolio stage? iam a fast learner

[@jokosalsa]

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]

Well said! I do not to like no-code tools😅 it’s cool if we can combine low-code + pro-code

[@jermainemyrn19]

Rpa is no code

[@Supreme_Asura]

especially as it pertains to chatbots too much cap on YT

[@manan-543]

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]

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 😂😂

[@Benemortasia666]

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]

Bedankt voor dit goede begin van mijn zaterdag ;)

[@원종운-g4s]

어디로가면그ㅐ를폴수잇나요!

[@qanishque]

Mujhe kuch samajh nhi aaya.

[@jd45390]

74 here... on my second year of no code solutions... learning Python (like two days into it). Pretty good at prompt engineering, but now it's time to take it to the next level.

[@disagiato9391]

Thank you bro. I am depressed for like 2 years and started to hate programming and computers. The problem i am a cs student at 2° year. This video really ispired me to try and not give up 🤲

[@daveebbelaar]

Stay strong brother! Find new passion to learn and grow, and things will get better!

[@clerpington_the_fifth]

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.

[@aliandrtr670]

wait do i not need to?

[@clerpington_the_fifth]

@@aliandrtr670 If you understand the coding and math aspects of AI, you are in the top 5% at least of people who claim to be AI experts.

[@aliandrtr670]

@@clerpington_the_fifth oh damn well I’ve started yesterday and I’m good at math good luck to me. Do you you think I will find a decent job in 8-12 months ? Or 6

[@clerpington_the_fifth]

@aliandrtr670 It depends on how much time you are willing to dedicate to learning AI, as well as what experience and education you already have that potentially correlates to AI. Potential employers absolutely LOVE to see explainable projects, meaning you actually made the project yourself and know exactly how to describe what is happening in the project. So the more of those projects you have, the better.

[@abduaatif1570]

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]

is still good for people that has adhd

[@yugantbeniwal]

@@eddsimounpoblete9961 bro, if you wanna actually get ahead in life, stop asking this question and forget you have ADHD. Coming from person who has ADHD.

[@jasper2virtual]

I’m 50, the most challenging to me is keeping my body physically healthy. I can not sleep late to learn new skills anymore. But I must keep learning because I need a good new job.

[@Zale370]

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]

Not all heroes wear capes. Thank you my good man.

[@diedforurwins]

I loooove relevant emoji labels THANKS

[@KendallMatthews]

Fantastic

[@IoT_]

​@@Steven-pj1iu It was generated by some AI tool

[@IoT_]

​@@diedforurwinsbecause it was generated by some AI tool

[@samratsudeepchoudhary256]

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]

He made something like that? What does it do?

[@seanbergman8927]

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]

Hi sir could u pls tell from u learning python plz🙏

[@SarahSocurious]

I really like your presentation style and pace. One small suggestion, slow down and emphasise jargon words and abbreviations for those new to this. It would also be beneficial to flash key words or phrases on the screen beside you talking on screen. Subtitles don’t accurately pick up on unusual vocab. I sometimes find unfamiliar words hard to hear when you speak quickly due to your accent. This is not an issue with a slower pacing on unfamiliar words. The added advantage of the key phrase words on screen is that they provide visual stimulation to increase engagement. I have been teaching sci/maths for 20 years to high school students, and visual sameness makes people less likely to stay alert, despite interest. In the flip side, text that is clear but not too shouty as that is jarring. I hope you take this as a well meaning desire to help rather than criticism. You have already made a professional looking presentation which engaged me on multiple levels. I plan to follow your course to learn about how I can use AI effectively to reduce time wastage on task creation. I much prefer to spend time learning new skills than repeating time consuming steps that should be improved. Thanks for your work. :-) Sarah, Tasmania

[@yeohi]

Tasmania!

[@Phuocinh90]

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

[@City_Analyst]

Hi, pls can we learn together?

[@lixiasong3459]

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]

Thank you 🙏🏻

[@howtoinvest4yourself241]

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.

[@GeobotPY]

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 KZbinrs 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]

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.

[@djmjr77]

The part about being under pressure to advance your skills is 1000% correct, I have been saying that for years.. you're not gonna lose sleep and force yourself to overcome problems unless you have a deadline and some skin in the game! Thanks for this video, gonna check out some more!

[@almightyblazettv8421]

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.

[@hausofwonder]

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.

[@FarhanBegg-td8fv]

i wish he went deeper on the actual subject of what kind of algorithims you will be writing and the amount of knowledge you need in math or types of projects you will actually be working, on this was very vague and top level

[@serenditymuse]

I am coming to AI from a long term software architect and developer point of view. I am most interested from business perspective in how to use AI to build software solutions faster, cheaper and with capabilities beyond what we have had before. You could say I am more interested in practical use of AI professionally. Now as a terminally curious ex-math major I want to know the nuts and bolts as well. But beyond knowing enough of the underlying detail to have a sense of where problems may arise my primary focus needs to be on making a difference for my client in their software stacks.

[@Pazellzi]

This is a really well made roadmap and video! Good luck on your KZbin career!

[@nandinidas7417]

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...

[@cristinejoypadilla6691]

watching from philippines, currently in my 4th yr college taking up BS Computer Science, watching because we will be having our capstone. thank you for this video.

[@new123violet]

I absolutely love this approach! I went through traditional way to learn and I’m now stuck in projects and have no idea how to download projects from Git. I wish I have found this video earlier

[@geetv6595]

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]

Did chatgpt write this lmao

[@geetv6595]

No I did ^^@@Saveg36

[@nandinidas7417]

samee here

[@nandinidas7417]

​@@Saveg36chatgpgt Never choose anything...it always provides some information and give preference

[@perezpepito104]

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.

[@truchongviet6979]

Thank you, Dave! This is such an informative walkway to-do list! 😊

[@Agustin_Balce]

Hello, good day. Hope all is well. I currently hold a Master's Degree in Cyber Security and just recently reminisced my conversation with an Industry Supervisor during the internship. What he mentioned was: "As AI gradually matures, there will be an increased demand in Cyber Security". Cyber Security and Artificial Intelligence complements well with each other so I am also keen to working on AI projects that can be highly beneficial for human development.

[@CenterinChrist]

no, you're recieving a HUGE THANK YOU for breaking down the concepts between the lines of typical tutoiral videos out there. Most either cover the surface level concepts without describing the fundemtnal "How to's" specifically, OR they are TOO technical with no explaination at all on the technical side, or too technically advanced. My Point is, your prsenting this video to the auidence that most are missing, who are eager to get involved but don't understand the missing pieces that most ignore. For example, your working enviroment, you dont see that on any "how to get involved in AI" video's. Thank you for considering the crowd that there is practicaly no supply for, the middle ground guys.

[@clayh2766]

I pushing 50 and can't tipe but this video has given me hope, you may be a coder but you are teacher in your hart. I have subscribed and will follow you closely.

[@Cocosßsssssßsssssssss]

17 yrs old w a huge interest in the field. Hoping to succeed someday 🤞

[@daveebbelaar]

Just keep it up and you will! There are so many opportunities with AI.

[@arhabhasankhan8465]

KZbin recommended me this video. I am grateful for this. Great video. Thanks. Now, I am subscribed to this channel.❤

[@SajidKhan-mw9cm]

Love your honesty. I am an statistics undergrad final year student.

[@abc_cba]

where at?

[@divyamarkande35]

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]

calculus, vector math, numerical methods

[@clarkhuo458]

The pathway Dave discussed is creating AI tool and improving AI's power. For a non-coder like me, it would be easier to apply existing AI tools to realise some functions (like building a small application). Obviously, it is cool to create AI tools but it's easier for general people to simply use it and build something with it.

[@Only_bikes_only_mtb]

My dad told me to learn ai and as a son I want to make him happy.think you, I will follow you as you teach about ai ❤

[@PXL_Official]

Ive started learning to code because of AI. Im just starting, but i just became so fascinated with the AI tools like midjourney and Chat GPT. I just became so fascinated that i want to be involved in some way. So im learning to code. I dont know anything. I dont know a darn thing. But im gunna start lesrning with the end goal of one day being able to work directly with AI tools and maybe even create them some day

[@benpesa2957]

I just started down this road too. Exactly the way you described it.

[@griffing2234]

This is a really good video for people who have no information whatsoever to get the ball rolling on learning to code.

[@1MillionSubscribers2025]

Truth is fundamentals of AI is part of programming course. If you know how to code they can give an abstract outline of what AI is and items implications, but only the luckiest, smart, and wealthy people can earn money from it.

[@AidenNova2001]

hey! marketing manager at jenova ai here. love this topic. imho the landscape has changed so much since 2023, here's my quick take: 1. skip the traditional ML/DL courses. focus on understanding LLMs, RAG, and agents - that's where the industry is headed 2. hands-on experience > theory. start by using diff AI platforms to understand their strengths (claude for reasoning, gemini for speed/cost, gpt4 for creative) 3. learn prompt engineering but dont obsess over it. most new models are smart enough to understand natural language 4. familiarize urself with vector dbs and embeddings. RAG is becoming super important for real-world applications honestly the barrier to entry is way lower now. you can build impressive stuff just by understanding how to connect and leverage existing models/tools effectively

[@rstefoni]

Thanks!

[@daveebbelaar]

Appreciate it, thanks!! 🙏🏻

[@volkanguney6541]

You have just helped me to close the gaps in my mind on where to start again in ai field.Thank you.

[@become-software-architect8043]

Actually starts at 5:41 (For Coders)

[@prachi-k2y]

I totally vibe with this discussion about AI and its transformative power! It’s pretty fascinating how it's not just about automating tasks but really enhancing collaboration

[@seyyedamirrezahosseini4692]

Thank you so much for your insight. Your distinction between individuals who are genuinely interested in learning to code and those who simply want to use it was very valuable. Furthermore, your video on learning AI and its various fields was exceptional. Wishing you all the best.

[@properlogic]

This is the video I've needed all along. You rock.

[@Techriumz]

Just amazing! the way of delivering precious stuff concisely.

[@Krizzoa]

Great Video and Thank you so much for the clear Explanation.

[@bengzit]

there is one thing that I would suggest to you because I don't know who to turn to and I am not familiar with companies that deal with the production and development of AI tools, What we need is, and it's easy for those who deal with it to make such an AI, they need to make an AI that will do the sound rehearsal itself. Why pay soung guy if AI can do it. The technician puts the microphones together and connects the cables, and then the AI "tunes" the band to sound the way it should sound. This is a program that would be given some parameters, what is a good sound and what needs to be done on which instrument, which frequency to kill and which to add, simple. The program would be sold a lot because there are very few good audio engineers and this tool would be useful all over the world. Just imagine how many people today need a sound engineer but you can't find one, and those who apply for the job don't really know how to do the job properly. Therefore, if you know or are referred to someone who is involved in the production of AI tools, please suggest it to them, THANK YOU!

[@jessebunker4197]

Thank you so much for this. It seems more achievable than ever! After five pages of notes taken, I feel like i have a actual road map. With how big this field is the hardest question was always "where do i start?" but now I feel like I just need to go down the list! Thank you again and wish me luck!!

[@Mk_churro]

This is my first time watching an exciting presentation about AI and Data science. It makes me feel like i want to venture into this evolving knowledge area. Thanks, David

[@daaz4459]

Thank you! Love your approach, you're looking to bring value to anyone who watches, and that shows man, that's what brings you value in return. Man Im just starting this journey in software engineering and more so thank you really

[@JR3GEMS]

I can't believe you just give that much of information free. Legend

[@barasra8847]

Great start for AI and projects resources.thank you!🎉

[@diedforurwins]

Dude you’ve truly captivated me with this

[@daveebbelaar]

Awesome! So you want to learn AI?

[@doreenwilliams9857]

You make so much sense. You have shown the truth. Thank you I will follow your lead.

[@bin4ry_d3struct0r]

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]

I guess as engineers, we just see the flaws of these tools ;)

[@amaljohnson4008]

How's your journey so far ? Can you provide me with your email id

[@henrythomas7112]

Great video! Some key points were highlighted that I hadn't heard anyone else discuss. Thank you!

[@Xyrium]

At your age, I am very impressed with your level of human understanding, and development. Well done, again....thanks for bringing this to us!

[@haljohnson6947]

best videio ever. thanks for sharing your resources, ive been looking for a list like this

[@DUTURENEZAESTATELtd]

INTERESTING COURSE. Thank you indeed. Ready to join the Group.

[@MohamedAmer-n5e]

YOU ARE GREAT MAN , U HAVE TO CONTINUE WE NEED U

[@Silversiren-d1b]

It's wonderful to see you embarking on this exciting journey into the world of AI! It's a fascinating field with so much potential to impact our lives. I'm particularly pleased to see that we share a similar curiosity and passion for this transformative technology. I wish you the very best in your explorations and discoveries, and I'm confident that you'll achieve great things. If you ever have any questions or want to exchange ideas, please don't hesitate to reach out.

[@Abhi_Nav]

I agee with you. The best advice on how to learn pretty much anything..! Thanks for sharing

[@SaschaHelmut]

I am really encouraged by this video although am a high school leaver but really interested in doing AI .

[@CaptainNatalie]

This is such a well-articulated explanation of the industry. Thank you for this.

[@jtreg]

apart from the all-male perspective... what about women working in AI???

[@A_polymath]

i love your mindset and your accent too. brilliant

[@Lucas_Robinson]

Good stuff, Dave! I love where you are going with this.

[@daveebbelaar]

Thanks Lucas!

[@sonygeorges6721]

Wow!!!!! I really appreciate your video. And I want to keep in touch with you so that I can learn more and improve my skills in data science. Thank you so much.

[@saeedasgaritehrani]

Tnx Dave, it was a huge help to me. I appreciate what u do and your contribution

[@luckyshabangu4520]

Thanks this video is highly informative. Despite watching numerous KZbin videos many lack clarity or focus.

[@Vales-is-not-learning]

Thank you for giving us the first steps you need to take to learn AI👾🤖 👍👍👍

[@trainerdeleon]

I wish you were able to assess one's IQ to determine if this is something one can master. The truth of the matter is that the reason why AI jobs are so well paid is because the talent to create it is not that common. Before one get's started in investing their time in the technical aspect of AI, they really need to know whether they have what it takes.

[@1MillionSubscribers2025]

I thought so too, besides the luck factor, it’s just as important to have the IQ. I call it 50/50

[@bubublue-j4n]

Wow this is exactly what I needed the hear the correct road map

[@15ag34]

A huge thing you will run into without formal education in computer science or engineering will be Math. The math that goes into models grows exponentially the larger you want to go. Hell, even with a Masters degree in computer science, I still struggle with the math side of things a lot. This looks like a fantastic and well thought out road map to get your feet wet into the world of software and AI

[@opensky1710]

I am an experienced coder and my wife is a nurse. Recently she began online part time job. That is “to evaluate OpenAI’s language models.” I was absolutely convinced it was a scam, but she's already made $500 in three days. What kind of era are we living in?

[@frostynugget6093]

Great video, you are a really good, speak with alot of clarity, thanks!

[@Legends_Lessons]

офигеть, как же я без тебя жил, министр! теперь кэш течёт рекой! большое тебе спасибо за идеи!

[@varapradha-m6r]

The modular architecture of SmythOS supports customized AI solutions tailored to specific needs. Developers can build and deploy specialized models with greater flexibility. This adaptability is key to addressing unique challenges across different industries. Custom solutions drive targeted advancements in AI applications.

[@ahmadfaidhi9937]

Mark as my first learning on AI. This is very good roapmap for me. Thanks :)

[@Blinkers2007GameDev]

As a 16 year old trying to learn game development, learning AI could give me job oportunities in the future which could provide more money that I could spend on building games. Videos like these are really useful, Dave. Thank you. You are awesome for doing this!

[@manolhskaloghrou8183]

This channel seems so good for the amount of subs man. nice video

[@PaulOgunrinde]

Great video! It couldn't be done better. I would love it if you could do a similar one -- specifically on generative ai -- breaking it down like you've done here. And, do you have a podcast?

[@ebukachuqz]

This is so awesome. It provides clarity to me and I owe that to you

[@daveebbelaar]

My pleasure!

[@VHS_GIS]

Fresh GIS analyst here. Lovin my AI tribe. The future is bright. Study with love my Brothas and Sistas! So many ways to code out of a puzzle! /peace

[@Okunade222]

Dave thanks for your clarity in explanation & nutrition freshers who are trying to go into Ai.you have a Great roadmaps. You are highly appreciated 👍

[@giulioguerrieri8935]

this video is so well edited! congrats

[@wuyanchu]

Brilliant tutorial, thx and god bless u and the world... Regards from Hong kong 😊

[@aisecretsrevealed]

Nice roadmap! 👋🏻

[@joebazooks]

i will be learning ML etc as soon as i create my next successful business and become 100% financially independent :)

[@mohammedshahab6095]

Excellent !!! you hit the bulls eye. This is what I exactly searching for.

[@AndreiVoju]

After watching this video, It looks like it will take me about 5 years to learn all of this 😅. I'm a civil engineer with 4+ years experience in this field and I keep learning more about data, AI and create my own consulting business for civil engineering companies. (Unfortunately, going the classic route of a civil engineer these days is just not worth IT). Nice video!

[@mikelochman16]

I do very much appreciate the roadmap that is laid out for us! A lot of great information for beginners. BUT, I have to know.. What kind of watch is that!?

[@JoepOtten]

thank you for this great video, you give the roadap with the right thnings. And I can follow you during the intire video. Whitout thinking about what's he talking about. Tha ks agian for thsi video and keep it up!

[@Beverage21]

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.

[@subramanianchenniappan4059]

I am a java developer for 15 years. Still doing java and python code and design work daily handson . Also well versed in higher math. I want to learn AI😊😊.