AI Engineer Roadmap | How I'd Learn AI in 2024

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Күн бұрын

Complete roadmap to learn AI Skills in 2024. AI Engineer job is in very high demand and in this video, we will go over the skills required for AI or ML engineering along with free learning resources and checklists. This video also shows how I'd learn AI if I had to start over.
Roadmap PDF: codebasics.io/resources/ai-en...
⭐️ Timestamps ⭐️
0:00 Introduction
3:09 Computer Science Fundamentals (Khan Academy course)
4:06 Beginners Python
5:44 Data structures and algorithms
6:63 Advanced Python
12:23 Version control system
14:09 Databases (SQL)
17:11 Pandas, Numpy, Visualization
17:36 Math & statistics
18:51 EDA
20:07 Machine Learning
21:40 MLOps
24:13 ML Projects
26:03 Deep Learning
27:14 NLP or Computer Vision
27:45 LLM & LangChain
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Пікірлер: 695

@codebasics 2 ай бұрын

To learn AI concepts in a simplified and practical manner check our course "AI for everyone": codebasics.io/courses/ai-for-everyone-your-first-step-towards-ai

@Chidambarckulkarni Ай бұрын

Sir please do roadmap video on data science as well 😢

@StoryBoy3 Ай бұрын

I’m stressing out doing research over the last 5 months, not sure if you can give me the most transparent answer if possible. I’m 29 and don’t have a CS DEGREE. But I have a goal to become a six figure plus income earner as a ai engineer or in ai sales. To have the best chance at getting a position in this highly competitive job market, would you recommend going to a university to get a 4 yr degree or will the 4hrs/ day for 8 months, certifications and/or boot camps/ courses from coursea be enough to get a position of that magnitude?

@user-gj7dq9bf3q Ай бұрын

great 👍

@haryanaharyanvi782 18 күн бұрын

sir i think for a very begineer who has never done programming and weak at maths can take 10-12 months......please correct me if i am wrong ?

@syedabulfaiz266 14 күн бұрын

Link is not working

@DH0809 4 ай бұрын

Just want to send my sincere thanks Dhaval, I'm from Vietnam, used to be a 30-year-old bank employee struggling with my career and having no tech background. In April 2023, I started learning basic Python, in June discovered your channel and followed your roadmap by watching all the ML and DL playlists, dedicating most of my time to practice. In October, I polished my resume with your guided projects and began applying to tech companies. Faced many failures but didn't give up, finally got accepted into an AI internship program. Imagine a 30-year-old guy (now 31 :D) competing in the internship program with fresh graduates from top tech universities, sounds crazy, right? And now, after 3 months of internship, I've been offered a full-time position as an AI Engineer with the highest evaluation score from the internship program. Thank you for everything, and I also want to convey to all viewers of this channel: Never give up!

@codebasics 4 ай бұрын

Wow. Congratulations on your success and thanks for sharing this inspiring story of yours 🎉👍🏼

@Akshay19493 4 ай бұрын

Hi. I love his channel too and i am planning to start. Is there a way we can connect?

@37Footballdzdzdz 4 ай бұрын

Đẳng cấp quá anh ơi

@WanderWarick 4 ай бұрын

Inspiring😊

@logeshganesan3724 4 ай бұрын

Great

@va1b4av 4 ай бұрын

As an engineer with over 18 years experience, I have to say this video is very well researched and extremely comprehensive. You have a subscriber.

@codebasics 4 ай бұрын

Thank you for your kind words and for subscribing!

@lofi_Insomnia_ 4 ай бұрын

this comment makes me watch the video. thanks for the recommendation.

@Morbius3123 2 ай бұрын

hey bro can you pls help me a bit, i am in 10th how can i become AI Engineer?

@mayank5549 Ай бұрын

@@Morbius3123 bhai jee pe focus kr

@ashwitha7002 21 күн бұрын

Hia

@MdSaifurRahmansifting 4 ай бұрын

Wow, this is what I needed! Fantastic work and clear cut explanations as well. Keep up the great work!

@voonture 4 ай бұрын

Hello, I am a 39-year-old stay-at-home Father who lives in Alberta Canada, I have a small Taxi company. I am Indigenous and cannot afford to go to University. I have worked mainly in the Social Work field. I have always liked computers, I started late with my first laptop at the age of 21. I have taken courses in Data Science and Web Development, after two months of that and more research. I have concluded that I will become an AI Engineer. With the internet and all these resources, all I have to put in is my time and effort plus the cost of my computer and the internet bill etc. I will do my best and work hard to reach my Career Goal. Thank you for this resource and great video Dhaval.

@oluchijudith2002 4 ай бұрын

Rooting for your huge success.

@codebasics 4 ай бұрын

I wish you all the best ☺️👍

@sandenium 3 ай бұрын

Hey I'm from Edmonton. Keep going brother

@jgabrielmaster 2 ай бұрын

Hey man! I have just watched this video, saw your comment and felt like writing. I’m 38, working from home and also a father. I’ve been struggling to find the forces and resolve to use the little free time that I have to start this long road. Anxiety because of my current job is running high and my family depends entirely on me, so I was wondering if you wouldn’t like to talk and share experiences and maybe agree on some group studying to keep motivation.

@momentousmanav 2 ай бұрын

Bro as you wrote indegenious i always feel bad for natives, your race is made extinct and still no political representation and growth

@morganmandaro531 3 ай бұрын

Incredible quality that I am unaccustomed to seeing. It is clear this took a lot of hard work to put together. Thank you!

@johnnypepper4305 4 ай бұрын

Your video is amazing! It has inspired me and helped me to see my roadmap clearly. Thank you for everything.

@user-np4me2ph6y 4 ай бұрын

Your video was incredibly helpful! I especially appreciated all your insights. Thanks for sharing your knowledge

@shubhamchaurasia3640 3 ай бұрын

Wow, this roadmap looks fantastic and incredibly helpful! You've done a thorough job covering everything. I'm eager to follow these steps. Thank you so much for providing this valuable resource!

@tanvirhasanmonir1627 4 ай бұрын

Amazing! Best guideline ever. Thanks a ton for such a valuable resources and directions.

@RolandoLopezNieto 4 ай бұрын

The BEST roadmap I've seen, thank you very much

@amitagrawal6576 4 ай бұрын

Best video on AI roadmap. I was looking such video. Thanks god i found it.

@manivannansivaraj7324 3 ай бұрын

Thanks for this roadmap! This helps me a lot in understanding the underlying tools and skills needed to become a successful AI engineer.

@wimvangeyt3866 4 ай бұрын

OMG this video is so valuable :o. Thanks for put in the time to make this video and his resources.

@venkatreddy8829 3 ай бұрын

Probably best video i have cpme across so far. Process, Knowledge are key factors I like in this

@rodai-r2h 2 күн бұрын

Very enlightening video! Thank you.

@movva.sivaram 3 ай бұрын

Man, good job. Couldn't resist to like and comment.

@codegym2306 6 күн бұрын

Thanks for the instruction!

@malekmeskine3675 4 ай бұрын

Exceptional video, thanks!

@monishvishwanath9595 3 ай бұрын

Very much needed Roadmap for a engineering student...thank you very much sir for your comprehensive guidance!!!

@imranyasin7537 4 ай бұрын

Excellent roadmap!! Thank you very much :)

@denishdhabuwala2267 Ай бұрын

Such a clear explanation with learning source which is most important!! Thank you for sharing this.👍🏽

@alexandrucosminilie2675 6 күн бұрын

Great videos, thanks man!

@RockstahRolln 4 ай бұрын

Brilliant! So much good information on here.

@terran008 4 ай бұрын

Thank you for sharing this roadmap with us, your content helps lots of people move forward their career in AI

@psangram1 2 ай бұрын

Well detailed roadmap. Helped a beginner in AI like to me in understanding where to start. Thank you so much.

@onethis144 Ай бұрын

Huge thank to codebasics for an extremely detailed roadmap and tutorial. I've been watching tons of videos and posts but so far this video is the best. Surely I will follow it and give update whenever I make a good progress. Again thank you so much from Vietnam.

@Geethu_Mohan_DA 2 ай бұрын

Thank you so much. You shared a very clear pathway and motivation to upgrade myself.

@irokovictor5782 4 ай бұрын

I can't overstate how this has helped me

@leenavig3441 Ай бұрын

AWESOME!!!!! CODEBASICS ROCKS!!!!👌

@tushar2250 3 ай бұрын

This is a goldmine!! Thank you so much❤

@researchprince 2 ай бұрын

This is real gold. Thank you

@divyareddy3072 4 ай бұрын

Great work and explanations to the point. Thank you so much for the video and time spent just to help us. If the information given is not enough, you shared a beautiful plan to follow. I am a newbie in tech and at the start of my journey. I really hope to get there with this.

@prabhurammv7829 4 ай бұрын

Wonderful resource. Thanks a lot for putting it together 👍

@diegogaleano1133 2 күн бұрын

This is very useful! I really appreciate it, thanks!

@sridevan6838 11 күн бұрын

Great Video! good work!

@renaudmontes7247 3 ай бұрын

Gold nuggets throughout the video, such as online presence is your new resume and ask meaningful questions

@ashraffouad Ай бұрын

Great & Comprehensive roadmap, many thanks for such great effort.

@FredSOY01 3 ай бұрын

This video is golden!! Thank you, Dhaval.

@sanmatipol3201 Ай бұрын

Thank you,I needed this roadmap from preventing myself from getting lost in this.

@jayantadutta6048 22 күн бұрын

Thank you Very much Sir.😊

@sabinachellan 3 ай бұрын

Wow..this is awesome! Thank you so much sharing sir..! Much respect 🙏

@maguedamer7817 3 ай бұрын

Amazing presentation!! Thanks for this! I'm really motivated now! Also thanks for the ressources!! No excuses now :)

@prantomollick3559 3 ай бұрын

Thank you immensely for providing this roadmap. It has truly boosted my confidence and clarity of thought. May blessings be upon you:)

@prabhatsrivastava6148 2 ай бұрын

Thank you so much for the detailed video. ❤

@jozuzl1 4 ай бұрын

This was absolutely awesome breakdown 🎉

@wilfredudemgba2705 4 ай бұрын

Thanks so much for this roadmap. Rich and informative. Anybody who follows this roadmap cannever go wrong.

@codebasics 4 ай бұрын

We're thrilled you found the roadmap helpful and comprehensive. Happy learning!

@ramarao_amara 4 ай бұрын

Really appreciate it for all your efforts , its complete map for anyone to start with AI career

@somtoogbe108 4 ай бұрын

So elaborate, thanks for this amazing video

@kathleen_lalala 4 ай бұрын

Thank you so much for this video 💯 The plan is very extensive and holistic, taking into consideration of not just the hard, technical skills, but also ways to establish online presence! I am sure I am in good hands following this plan! Thanks once again 🙏

@RajeshKumar-ly7wc 3 ай бұрын

I find this guideline a very helpful step by step guide. Thanks Dhaval for sharing this roadmap and for forming this community for helping each other.

@syedahad7545 Ай бұрын

Thank you very much for such detailed roadmaps

@chaztikov 3 ай бұрын

Subscribed, thanks!

@anshumanupadhyaycodes 3 ай бұрын

Thanks for this Video. My sincere Thanks!

@ElluscientTechnologySolutions 4 ай бұрын

Great roadmap video!

@roshanigavande9953 3 ай бұрын

Thanks for providing the learners with such a promising roadmap.

@saitejamaddi6268 3 күн бұрын

This is the honest and most practical roadmap i have ever watched on youtube. Not only giving resources but also you have given opstions. Thank you for this.

@akramgfx8350 2 күн бұрын

I need 1-3 partner in AI engineer for learning who interest with real time project's and Res\

@shantanujoshi8309 Ай бұрын

This is huge work that hou have done. You have a subscriber alresdy 😊. Definitely give it a shot! 👍

@CrusadeVoyager 4 ай бұрын

Thank you for the roadmap for our journey in AI. ❤. It is quite detailed.

@MMTheWGA 4 ай бұрын

@codebasics This is a SUPERB share! Thank you very much Dhaval Patel 🙏

@bhaskarvashistha4204 4 ай бұрын

Thanks a lot. This video is very helpful in understanding the flow of knowledge, to make ourself a proficient AI developer or similar roles.

@IsEqualToNavneet 4 ай бұрын

many thanks for your good work / would be following your work going fwd

@ajitjana331 4 ай бұрын

Thanks, Dhaval. Your video was quite insightful, especially for someone like me who's keen on AI. Your roadmap seems like it'll be a valuable guide.

@Spy-vb4jb 3 ай бұрын

Nice video!! Hope I find myself at a better position. Being a randomly lost person, I have got something to follow. Thank you sir.

@DonatienThorez 3 ай бұрын

Damned! This is really good! The amount of details and efforts put in that video and PDF is remarkable. Thank you!

@iSanyasiBaba 4 ай бұрын

Thank you Dhaval for such a sincere effort. Massive respect for you.

@sharathkrishnan8354 2 ай бұрын

Excellent video and very nice explanation !!!

@sidharth1452 3 ай бұрын

Great timing Dhaval, I was looking for an AI engineer roadmap after reading many articles and watching videos about Devin AI and other AI tools.

@Rahul_Rao_001 3 ай бұрын

I feel like this video is need of the hour for those who're serious and want to make on it. Great work and thanks a ton.

@RedBugBoy 2 ай бұрын

Finally, the best steps ever. I will start soon.

@bharadwajgkb7470 3 ай бұрын

this one video made me interested in your channel. Well researched info.

@Luminouslifelines27 4 ай бұрын

Thanks for sharing this video, this is really helpful to plan the A.I. journey.

@anilals1 23 күн бұрын

This the best roadmap to AI career I have ever seen, comprehensive too

@sathishcres Ай бұрын

I understand how much effort has been devoted to make these tutorials and sharing the knowledge. I wish you all the success and one more subscriber to your channel.

@div0007 4 ай бұрын

The roadmap you have provided looks promising and much better than other online paid AI/ML degrees offered by some universities. I am currently in the middle of my prep to crack top tier tech companies but really tempted to follow this program due to my growing curiosity in the field of AI/ML. Thanks for your effort for putting together all the resources. Subscribed.

@VLL1224 4 ай бұрын

Thank you so much for this roadmap video. This will be so helpful for me. I’m thankful that I have seen right video at right time. Planning to shift my career from QA Lead to AI engineer role. Reached out to many online paid platforms but never got a clear picture. Thank you so much Sir.

@sarikonchada5758 Ай бұрын

@ did you transform into AI engg from a QA ?

@syedMohimuddin Ай бұрын

Thanks to have a road map and a keen explanation ❤❤

@bigjoe100 3 ай бұрын

This is what I have beeen looking for, I am ready to dive into this for the remaining days of this year.

@dinuherath6469 4 ай бұрын

Thank you so much for such valuable content . Love from Sri Lanka❤

@valentineanene3183 2 ай бұрын

I love this, thanks for the effort

@shwetashah7666 3 ай бұрын

Really, the amount of hard work YOU have put in for others' success is really commendable! 👏👏👏. That acts as a greaaat motivator!

@doremonchaudhary5278 4 ай бұрын

thanx daval sir for making this video❤❤❤ luv u❤❤❤

@Gautam_Pathsala 2 ай бұрын

I have gone through lots of video playlist related to AI roadmap and now I can say that you clearly solve my doubts related to how i can start my AI journey. Thanks

@yokeswarans2903 4 ай бұрын

brilliant roadmap for beginners🔥

@mfarooq28 4 ай бұрын

Thanks for making such a comprehensive guide for AI Learners. Bundle of Thanks.

@akramgfx8350 2 күн бұрын

I need 1-3 partner in AI engineer for learning who interest with real time project's and Res\

@zayinzayin-ri6xl 3 ай бұрын

very informative indeed. Many thanks bro,.

@ruhifarhath727 4 ай бұрын

Thanks a lot for providing such a comprehensive roadmap, subscribed =>

@nipunreddye4432 3 ай бұрын

The best video i have watched so far on AIML. Definitely recommend all those students pursuing undergrad in cse and allied courses to watch this video.

@ambikeya_tech Ай бұрын

Great insights on becoming an AI Engineer in 2024! This roadmap is incredibly detailed and helpful for anyone looking to enter the field. Thanks for sharing your expertise!

@phaniharsha5306 3 ай бұрын

Thank you, sir, for the excellent roadmap. Your explanation is very clear and crystal clear.

@Adrita_Chatterjee 11 күн бұрын

Thank you so much sir 😊

@muhammadjawadahmed2062 4 ай бұрын

Amazing explanation ❤❤

@pritammohapatra876 16 күн бұрын

Thanks Dhaval, Great study guide I found KZfaq for new technology.Thanks again for sharing your valuable experience.

@BalaCSL-xs8sn 2 ай бұрын

Crisp and Clear roadmap to become AI Engineer..loved the way you explained

@nithinma8697 4 ай бұрын

This is the Best AI road Map I ever came across. Thanks a bunch

@codebasics 4 ай бұрын

We're thrilled you found the AI roadmap helpful!

@Harry-vq7jt 3 ай бұрын

the best I can say keep going👍

@MrLegantWong 3 ай бұрын

Thanks a million !!

@nickiepurandare 27 күн бұрын

Grateful for this channel giving a complete road map with resources and time needed for us to work on it . Thank you for this cheat sheet now by just applying it , we can have better and strong wings to fly towards our dream 🙏