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

Рет қаралды 730,771

Күн бұрын

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.

Пікірлер: 443

@daveebbelaar 9 ай бұрын

Thank you all for more than half a million views! 🙏🏻 You can find the free roadmap here: bit.ly/data-alchemy

@Jake_McAllister 9 ай бұрын

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 9 ай бұрын

14:42

@tmayoria511 7 ай бұрын

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 7 ай бұрын

@@tmayoria511 Go to the classroom ;)

@abdulwasiutobiloba5542 7 ай бұрын

Its not opening 😢

@Zale370 9 ай бұрын

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 6 ай бұрын

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

@diedforurwins 5 ай бұрын

I loooove relevant emoji labels THANKS

@KendallMatthews 3 ай бұрын

Fantastic

@IoT_ Ай бұрын

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

@IoT_ Ай бұрын

@@diedforurwinsbecause it was generated by some AI tool

@jokosalsa 9 ай бұрын

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 8 ай бұрын

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

@jermainemyrn19 8 ай бұрын

Rpa is no code

@TheWarriorsWaytolife 7 ай бұрын

especially as it pertains to chatbots too much cap on YT

@manan-543 7 ай бұрын

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 5 ай бұрын

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 😂😂

@jamesmartin3004 3 ай бұрын

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 Ай бұрын

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 Ай бұрын

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

@item6931 20 күн бұрын

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 19 күн бұрын

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

@seanbergman8927 9 ай бұрын

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 6 ай бұрын

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

@truchongviet6979 8 ай бұрын

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

@WahabAwudu 6 ай бұрын

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 4 ай бұрын

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

@Pazellzi 8 ай бұрын

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

@abduaatif1570 9 ай бұрын

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 22 күн бұрын

is still good for people that has adhd

@almightyblazettv8421 8 ай бұрын

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.

@Sourabhnotcoding 4 ай бұрын

00:04 Learn artificial intelligence roadmap and get free resources 02:12 Understanding the technical part of coding is the starting point for learning AI. 04:23 The technical roadmap focuses on the fundamentals needed to get started in AI, data science, or anything in between. 06:40 Step 1: Get familiar with the application and installation process. 09:01 Explore projects and resources for learning artificial intelligence and machine learning. 11:12 Project Pro is a curated library of verified and solved end-to-end projects in data science, machine learning, and big data. 13:18 Pick a specialization and start sharing your knowledge 15:39 The seven steps to start a career in AI and data science

@lixiasong3459 9 ай бұрын

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 9 ай бұрын

Thank you 🙏🏻

@samratsudeepchoudhary256 9 ай бұрын

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 Ай бұрын

He made something like that? What does it do?

@hausofwonder 3 ай бұрын

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.

@GeobotPY 9 ай бұрын

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 KZfaqrs 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 9 ай бұрын

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.

@AiraSunae 4 ай бұрын

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 🙏

@arhabhasankhan8465 3 ай бұрын

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

@barasra8847 2 ай бұрын

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

@mohammedshahab6095 8 ай бұрын

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

@perezpepito104 3 ай бұрын

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.

@kgsriram 4 ай бұрын

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 3 ай бұрын

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 3 ай бұрын

@@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 3 ай бұрын

@@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 3 ай бұрын

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

@bigbang259 3 ай бұрын

@@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 9 ай бұрын

Great approach! Love your vids

@chadidako Ай бұрын

Love your idea about sharing 😊👍🏻 Thanks so much. Subscribed!

@tonystarkmowa 7 ай бұрын

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

@khawatirouh 6 ай бұрын

Thank you so much for this amazing explanation and clarification Dave😍

@A_polymath 8 ай бұрын

i love your mindset and your accent too. brilliant

@prabath2928 7 ай бұрын

Teaching is professional brother,thanks for the information

@marcoslopes2833 7 ай бұрын

Bro, thanks for that video. Your content is amazing! + one subscriber

@saeedasgaritehrani 3 ай бұрын

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

@narangfamily7668 9 ай бұрын

Beautiful video- thanks for sharing

@clerpington_the_fifth 3 ай бұрын

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.

@lucas_robinson_ 9 ай бұрын

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

@daveebbelaar 9 ай бұрын

Thanks Lucas!

@PeterPan-hs5tu 9 ай бұрын

another gold nugget, much appreciated Dave! 🍻

@geetv6595 7 ай бұрын

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 7 ай бұрын

Did chatgpt write this lmao

@geetv6595 7 ай бұрын

No I did ^^@@Saveg36

@nandinidas7417 5 ай бұрын

samee here

@nandinidas7417 5 ай бұрын

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

@tonestrada2000 7 ай бұрын

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?

@thinkholisticwellness 3 ай бұрын

Brilliant, man! Keep it up and thanks for sharing such valuable info.

@ecommercewithjay8857 8 ай бұрын

Thank you for the information. I will be making good use of it.

@navm4n Ай бұрын

incredibly helpful, thank you so much, subbed.

@johanneskoppa9358 5 ай бұрын

Thank you for your refreshing take. Found my starting point! 😊

@Abhi_Nav 6 ай бұрын

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

@alexwbishop 5 ай бұрын

thank you for the resources and guidance!

@howtoinvest4yourself241 3 ай бұрын

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.

@07Mihai07 7 ай бұрын

Thank you for this very valuable video!

@henrythomas7112 Ай бұрын

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

@adriantang5811 9 ай бұрын

Many thanks for your sharing!

@dennisdevink5667 7 ай бұрын

Goeie video Dave. Ga er zeker iets mee doen! Thanks

@DemoGPT 9 ай бұрын

Kudos on the excellent video! Your hard work is acknowledged. Could we expect a video about DemoGPT from you?

@nandinidas7417 5 ай бұрын

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...

@Benemortasia666 8 ай бұрын

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 8 ай бұрын

Bedankt voor dit goede begin van mijn zaterdag ;)

@user-ti6in5gq7d 8 ай бұрын

어디로가면그ㅐ를폴수잇나요!

@qanishque Ай бұрын

Mujhe kuch samajh nhi aaya.

@wongr643 9 ай бұрын

Really enjoy your video! Keep them coming!

@daveebbelaar 9 ай бұрын

Thanks, will do!

@Viqy_Vibez 4 ай бұрын

What an amazing community you built @daveebbelaar. Thanks for the great value you share.

@giulioguerrieri8935 4 ай бұрын

this video is so well edited! congrats

@p.anuragrao6381 2 ай бұрын

Thank you Dave for this super informative and really helpful video ;)

@aminj6758 9 ай бұрын

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 8 ай бұрын

6 months at least

@GodspowerMelariri Ай бұрын

Thanks mehn. This was really helpful

@new123violet 3 күн бұрын

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

@ai_panorama 6 ай бұрын

This video is very helpful. Thank you for sharing. I got a lot from your very simple explanation.

@laddcraner4170 6 ай бұрын

Thanks for the content and for sharing your insights!!

@KahnJi 2 ай бұрын

Thank you so much for sharing this!

@SteveMonte1 10 күн бұрын

Seems like a really helpful channel. Great video here. Thanks!

@CaptainNatalie 7 ай бұрын

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

@jtreg 6 ай бұрын

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

@ajittffcure 4 ай бұрын

Great video, Dave! Loved the tips you gave. Thank you so much for sharing your wisdom and experience. Greetings from India.

@Phuocinh90 6 ай бұрын

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 6 ай бұрын

How it's going, do you get or a job or still learning

@Godsabilitychannel 4 ай бұрын

Hi, pls can we learn together?

@hemalatajanwade5236 7 ай бұрын

Lovely video sir thnk u so much❤🎉

@wuyanchu 5 ай бұрын

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

@divyamarkande35 7 ай бұрын

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 4 ай бұрын

calculus, vector math, numerical methods

@HelloErth 4 ай бұрын

Really valuable content... Subscribed ! Please keep posting.

@rodprogramdev9253 3 ай бұрын

Nice tips been exploring machine learning lately and looking at ways I could possibly apply it in my game development. Really nice advice.

@Lalala_1701 3 ай бұрын

Amazing video man. You covered everything. One question comes to mind in the next sec in the video ypu tell the ans. Just amazing 👏

@SEOPPC101 9 ай бұрын

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.

@aarondsouza0 4 ай бұрын

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 KZfaq vids and running Python on your own computer). Could you share the link or name so I could download it?

@MrMahesh7001 7 ай бұрын

Great Roadmap. Thanks a lot!!!

@Dalai33 Ай бұрын

Great vision for making such a comprehensive educational video.

@bun72642 8 ай бұрын

This is really a great guide for beginners like me

@ilovenatureiloveculture5776 10 күн бұрын

Thank you very much! It’s a great video

@sebastianareister 6 ай бұрын

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!

@ebruyesilcayir9140 Ай бұрын

Great video, thanks for the guidance and resources and links.

@daveebbelaar Ай бұрын

My pleasure!

@patriciakotlinski1035 2 ай бұрын

The best roadmap! Fantastic

@SandanuwanDhanushka 7 ай бұрын

Right to the point ❤

@tehmina6066 4 ай бұрын

Thank you ! Really informative, clear & precise, for people who r self studying like me 👍

@Beverage21 9 ай бұрын

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.

@phyowailinn6849 6 ай бұрын

Thanks for the sharing bro.

@rajatkapoor6646 3 ай бұрын

This video helped me gain perspective on AI. Very well facilitated and the information you shared was excellent, Dave.

@lovetealovejesus 17 күн бұрын

You are an angle sent from heaven, thank you, I was quite lost on where to start

@TechThingz 3 ай бұрын

You are just a genius with this video this video just gave a solved my inquiries….thank you

@SajidKhan-mw9cm 8 ай бұрын

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

@abc_cba 6 ай бұрын

where at?

@bill960 Ай бұрын

感谢博主，学习了！

@MrVictorchase 6 ай бұрын

Excellent video. Any suggestion regarding what PC hardware would be most practical to have for first couple years?

@bin4ry_d3struct0r 9 ай бұрын

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 9 ай бұрын

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

@amaljohnson4008 8 ай бұрын

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

@sumitmusale8920 9 ай бұрын

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.

@sunkeet230 7 ай бұрын

i am so glad i found this

@FarhanBegg-td8fv 6 ай бұрын

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

@user-xp5iw7tg2m 6 ай бұрын

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.