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

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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[@codebasics]

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]

Sir please do roadmap video on data science as well 😢

[@DH0809]

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]

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

[@Akshay19493]

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

[@37Footballdzdzdz]

Đẳng cấp quá anh ơi

[@WanderWarick]

Inspiring😊

[@logeshganesan3724]

Great

[@RolandoLopezNieto]

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

[@morganmandaro531]

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

[@MdSaifurRahmansifting]

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

[@johnnypepper4305]

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

[@va1b4av]

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]

Thank you for your kind words and for subscribing!

[@jamessmith_321]

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

[@Morbius3123]

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

[@shubhamchaurasia3640]

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!

[@user-np4me2ph6y]

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

[@tanvirhasanmonir1627]

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

[@manivannansivaraj7324]

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

[@DonatienThorez]

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

[@monishvishwanath9595]

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

[@amitagrawal6576]

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

[@voonture]

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]

Rooting for your huge success.

[@codebasics]

I wish you all the best ☺️👍

[@sandenium]

Hey I'm from Edmonton. Keep going brother

[@jgabrielmaster]

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]

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

[@terran008]

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

[@mfarooq28]

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

[@divyareddy3072]

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.

[@kathleen_lalala]

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 🙏

[@wimvangeyt3866]

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

[@div0007]

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.

[@venkatreddy8829]

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

[@prantomollick3559]

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

[@ajitjana331]

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.

[@sidharth1452]

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.

[@RajeshKumar-ly7wc]

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.

[@CrusadeVoyager]

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

[@renaudmontes7247]

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

[@irokovictor5782]

I can't overstate how this has helped me

[@shwetashah7666]

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

[@Gautam_Pathsala]

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

[@Spy-vb4jb]

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

[@bhaskarvashistha4204]

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

[@maguedamer7817]

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

[@psangram1]

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

[@Geethu_Mohan_DA]

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

[@jaaacker_]

I have started my journey in DL with your videos and now I am doing well even being non CS student. Currently looking for upscale and seems like this videos has it all which I was looking for. Thank you so much.

[@divyaraj-rana]

Thanks a lot Dhaval sir posting this in-depth AI Engineer roadmap. AI at first looked overwhelming to me but watching this video has given me confidence to get started and follow this learning journey for long term.

[@sabinachellan]

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

[@Rahul_Rao_001]

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.

[@RockstahRolln]

Brilliant! So much good information on here.

[@kunalsingh3047]

Thank your sir for providing this valuable information to us through your videos. From today onwards I'll start my journey.

[@johnsonmanuel3330]

Absolutely amazing video. You can see the amount work and effort he has put into making this roadmap. As a masters students in the field of AI , This is a gold mine of information. Thank you for sharing it with everyone

[@ramarao_amara]

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

[@eloyccDev]

You rock! amazing job. New sub. Currently I am a software engineer with 14 months of experience coding, and 12 months as a Data Analyst but I would like to be a ML engineer. Your video is all that I need , thanks a bunch!

[@shreypatel353]

Thank you so much Dhaval sir for this video. This would be the best roadmap for AI

[@wilfredudemgba2705]

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

[@codebasics]

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

[@movva.sivaram]

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

[@user-xr4td3qg6q]

I watched the video, and it's truly outstanding. It covers all the essential elements and provides a clear roadmap on how to plan them. I really enjoyed the content and appreciate you sharing this valuable knowledge and a well-structured roadmap. Thank you for making such an informative video.

[@prabhurammv7829]

Wonderful resource. Thanks a lot for putting it together 👍

[@nipunreddye4432]

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.

[@VLL1224]

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]

@ did you transform into AI engg from a QA ?

[@mohammadimtiazali982]

Really appreciate your efforts to create such great content for AI beginners. It makes sense to have clear instructions with needed url’s for videos and tutorials. Highly recommend to anyone who has interest to start journey over AI learning.

[@dinuherath6469]

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

[@Luminouslifelines27]

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

[@tushar2250]

This is a goldmine!! Thank you so much❤

[@iSanyasiBaba]

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

[@MMTheWGA]

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

[@imranyasin7537]

Excellent roadmap!! Thank you very much :)

[@FredSOY01]

This video is golden!! Thank you, Dhaval.

[@techtalksabhishek]

Thank you Dhaval. I am starting my journey for AI with this roadmap. So far I have not been able to do this constantly but I will make sure I dedicate few hours everyday and make it a practice to continue till the end. As said I will do show my progress and make connections in linkedin with my progress.

[@BalaCSL-xs8sn]

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

[@roshanigavande9953]

Thanks for providing the learners with such a promising roadmap.

[@phaniharsha5306]

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

[@vasadia12]

To be honest, seeing this video I feel wow in a sense that what a detailed description of what I am going to learn and what I am going to get at the end of the course and that is for free !!. I had never seen such a detailed description of the syllabus at my university during my bachelor's and master's degree courses which include both India and USA. Simply amazing and inspirational

[@jozuzl1]

This was absolutely awesome breakdown 🎉

[@somtoogbe108]

So elaborate, thanks for this amazing video

[@satheeshkumarpathi6807]

Yo, dude, I gotta hand it to you, this video you put together is straight-up fire! I mean, you've got the whole package here - roadmap, learning strategies, motivation, and even assignments. It's like you've condensed the essence of a Master's program into one epic video. Seriously, watching this feels like I'm getting a sneak peek into an elite institute like ISB or something. You've laid out everything someone needs to know - from where to start, how to navigate through the learning journey, staying motivated when things get tough, and even practical assignments to put theory into practice. I can totally see this becoming a go-to resource for folks looking to level up their skills or even for those dreaming of pursuing higher education in top-notch institutions. It's got that perfect blend of guidance and inspiration that makes you wanna roll up your sleeves and dive right in. Props to you, man. This isn't just a video; it's a roadmap to success.

[@bigjoe100]

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

[@krissymikulski]

Great video I am finishing up a digital marketing and ecommerce certification but I really want to learn ai or cybersecurity after listening to you and the break down I think I am more excited to follow this program. I started learning python but paused so I can finish my two more courses. then I can focus on one thing at a time. Thank you for the video. I worked as an application specialist on MRI machines and worked closely with GE engineers on MRI machine diagnostic. That was 10 years ago. I was a little fearful in starting to learn ai. Seeing this breakdown encourages me to try. I will share with my friends so they can join me.

[@ekrolin]

Same story krissy

[@prakashbs8953]

Finally I have stepped in after a long decision. The pdf is narrated nicely with right way I would say. Really appreciate the team who made this plan and steps . I have enrolled on this course and target to complete by this year. With 16 years of experience in Data Engineer role ,I felt very worth it.

[@ruhifarhath727]

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

[@IsEqualToNavneet]

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

[@KayderimGameplays]

This is amazing, you even took the time to design a study method for indecise people like me.. Thank you so much for this sir.

[@yokeswarans2903]

brilliant roadmap for beginners🔥

[@malekmeskine3675]

Exceptional video, thanks!

[@JoshuaJames-fe7tn]

I am highly convince after going through all the AI engineer road map KZbin channel but sir your content is the best ever step by step I really appreciate that , My AI engineering carrier starts now

[@bharadwajgkb7470]

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

[@syedMohimuddin]

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

[@thisrudrapatel]

My university is charging me some lakhs and still fail to deliver this kinda clarity and content under onehood. thank you so much for sharing this roadmap, as an AI student it means a lot.

[@thisrudrapatel]

Agreed!​@@VioFax

[@monsieur5491]

I have never commented before, but I would like to say that your video is more helpful than my university course in three years. :)

[@agaramuthalvanps8433]

Honestly ,the best ever roadmap I have seen .

[@doremonchaudhary5278]

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

[@-abdulsamad-7184]

Video is amazing and knowledgeable to Start the Career in AI. It has inspired me and helped me to see my roadmap clearly.

[@user-mi3yg4os8u]

Its really hard to doing like this . As of now no one can shared this type of content in youtub . Thanks for giving wonderful information for us ❤.

[@VivekKumar-uo4uo]

Thank you so much sir for making such a great video and providing everything at a single place for becoming a AI Engineer. You are doing a great job sir thank you again🙏🙏

[@prabhatsrivastava6148]

Thank you so much for the detailed video. ❤

[@nithinma8697]

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

[@codebasics]

We're thrilled you found the AI roadmap helpful!

[@researchprince]

This is real gold. Thank you

[@Kanak-rk5sx]

Thanks for your valuable insights boss. This will really help the beginners like me a lot ❤

[@mudumuduze1877]

Hey can we team up?

[@mysticallybeautiful2368]

Thank you sir. I wish you had uploaded this video before. It is wonderful and a lot resourceful.

[@codebasics]

Wish you all the best for your studies 👍

[@kamalakarpatil4313]

This roadmap is going to be absolutely helpful to the beginners like me who have no idea regarding how to excel in AI journey

[@amike5612]

thank you so much for the guidelines❤ I’m 16 and I have found a foundation for me to follow in my future years :)

[@Abzal-pd9ri]

The Best Ai roadmap I ' ve ever seen Thank you

[@RedBugBoy]

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

[@sudeendrag1555]

Thanks for the road map ❤, Starting My Journey to shift to AI Engineer

[@sumeshgchodankar5779]

Im currently pursuing my Masters in AI ,I was bit confused as things were just pondering as a graph but you actually created a link and a road map to my Journey.. Thanks a lot Sir. Really appreciate your efforts. and keep making videos to keep us upto date . 😊

[@khushbuahire6511]

Hello sir I recently completed my 12th class and I am so much interested to build my career in AI that's why I do everything for becoming a very good and perfect person for AI job 🥰😊😊🙏🙏 .... Thank you so much sir for this video really this is very useful to me and as like other people once again thank you so much 🙏😊😊😊.....

[@aiEngineerSayed]

Excellent and the best guideline in KZbin to become an AI Engineer. Thanks a lot for your time, energy, and valuable content. From Today I am starting to follow, maintain, and implement the full course and guidelines. Please inspire us from time to time to stay on our path to be an AI Engineer journey.

[@codebasics]

Thanks and I wish you all the best for your learning journey 👍

[@tahasuna3695]

The video was helped. Thanks a lot. Sir make the video about data engineer road maps, please.