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

codebasics
2024 ж. 24 Мам.
462 366 Рет қаралды
Жүктеу

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
Do you want to learn technology from me? Check codebasics.io/?... for my affordable video courses.
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📝 Dhaval's Linkedin : / dhavalsays
📝 Hem's Linkedin: / hemvad
📽️ Hem's Instagram for daily tips: / hemvadivel
📸 Dhaval's Personal Instagram: / dhavalsays
🔗 Patreon: www.patreon.com/codebasics?fa...

Пікірлер

  • 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

    @codebasics@codebasicsАй бұрын

    • Sir please do roadmap video on data science as well 😢

      @Chidambarckulkarni@Chidambarckulkarni17 күн 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?

      @StoryBoy3@StoryBoy311 күн бұрын

    • great 👍

      @user-gj7dq9bf3q@user-gj7dq9bf3q9 күн 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!

    @DH0809@DH08093 ай бұрын

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

      @codebasics@codebasics3 ай бұрын

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

      @Akshay19493@Akshay194933 ай бұрын

    • Đẳng cấp quá anh ơi

      @37Footballdzdzdz@37Footballdzdzdz3 ай бұрын

    • Inspiring😊

      @WanderWarick@WanderWarick3 ай бұрын

    • Great

      @logeshganesan3724@logeshganesan37243 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.

    @va1b4av@va1b4av2 ай бұрын

    • Thank you for your kind words and for subscribing!

      @codebasics@codebasics2 ай бұрын

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

      @jamessmith_321@jamessmith_3212 ай бұрын

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

      @Morbius3123@Morbius3123Ай бұрын

    • ​@@Morbius3123 bhai jee pe focus kr

      @mayank5549@mayank55494 күн 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.

    @voonture@voonture2 ай бұрын

    • Rooting for your huge success.

      @oluchijudith2002@oluchijudith20022 ай бұрын

    • I wish you all the best ☺️👍

      @codebasics@codebasics2 ай бұрын

    • Hey I'm from Edmonton. Keep going brother

      @sandenium@sandenium2 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.

      @jgabrielmaster@jgabrielmasterАй бұрын

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

      @momentousmanav@momentousmanavАй бұрын

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

    @MdSaifurRahmansifting@MdSaifurRahmansifting2 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!

    @morganmandaro531@morganmandaro5312 ай бұрын

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

    @johnnypepper4305@johnnypepper43052 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!

    @shubhamchaurasia3640@shubhamchaurasia36402 ай бұрын

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

    @DonatienThorez@DonatienThorez2 ай бұрын

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

    @user-np4me2ph6y@user-np4me2ph6y3 ай бұрын

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

    @tanvirhasanmonir1627@tanvirhasanmonir16273 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.

    @divyareddy3072@divyareddy30722 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.

    @manivannansivaraj7324@manivannansivaraj73242 ай бұрын

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

    @RolandoLopezNieto@RolandoLopezNieto3 ай бұрын

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

    @denishdhabuwala2267@denishdhabuwala22674 күн бұрын

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

    @monishvishwanath9595@monishvishwanath95952 ай бұрын

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

    @wimvangeyt3866@wimvangeyt38662 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 🙏

    @kathleen_lalala@kathleen_lalala2 ай бұрын

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

    @shantanujoshi8309@shantanujoshi83093 күн бұрын

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

    @prantomollick3559@prantomollick35592 ай бұрын

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

    @terran008@terran0082 ай бұрын

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

    @venkatreddy8829@venkatreddy88292 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.

    @div0007@div00072 ай бұрын

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

    @amitagrawal6576@amitagrawal65762 ай бұрын

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

    @Geethu_Mohan_DA@Geethu_Mohan_DAАй 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.

    @ajitjana331@ajitjana3313 ай бұрын

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

    @mfarooq28@mfarooq283 ай бұрын

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

    @renaudmontes7247@renaudmontes7247Ай 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.

    @sidharth1452@sidharth14522 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.

    @RajeshKumar-ly7wc@RajeshKumar-ly7wc2 ай бұрын

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

    @psangram1@psangram1Ай бұрын

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

    @maguedamer7817@maguedamer78172 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.

    @bhaskarvashistha4204@bhaskarvashistha42042 ай бұрын

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

    @ashraffouad@ashraffouad6 күн 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.

    @Spy-vb4jb@Spy-vb4jb2 ай бұрын

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

    @shwetashah7666@shwetashah76662 ай бұрын

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

    @sabinachellan@sabinachellan2 ай бұрын

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

    @sanmatipol3201@sanmatipol320110 күн 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

    @Gautam_Pathsala@Gautam_PathsalaАй бұрын

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

    @MMTheWGA@MMTheWGA2 ай бұрын

  • Wonderful resource. Thanks a lot for putting it together 👍

    @prabhurammv7829@prabhurammv78292 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!

    @ambikeya_tech@ambikeya_tech6 күн 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.

    @VLL1224@VLL12242 ай бұрын

    • @ did you transform into AI engg from a QA ?

      @sarikonchada5758@sarikonchada575817 күн бұрын

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

    @CrusadeVoyager@CrusadeVoyager2 ай бұрын

  • 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.

    @jaaacker_@jaaacker_2 ай бұрын

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

    @ramarao_amara@ramarao_amara3 ай бұрын

  • Excellent roadmap!! Thank you very much :)

    @imranyasin7537@imranyasin75372 ай бұрын

  • 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!

    @eloyccDev@eloyccDev2 ай бұрын

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

    @iSanyasiBaba@iSanyasiBaba2 ай бұрын

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

    @movva.sivaram@movva.sivaramАй бұрын

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

    @kunalsingh3047@kunalsingh30472 ай бұрын

  • 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@thisrudrapatel2 ай бұрын

    • Agreed!​@@VioFax

      @thisrudrapatel@thisrudrapatel2 ай бұрын

  • After long time I am coming back to your channel Dhaval, this video you have made is really helpful to get start on AI journey. Thanks lot for motivation as usual.

    @AshishPatel-yl1bk@AshishPatel-yl1bk9 күн бұрын

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

    @wilfredudemgba2705@wilfredudemgba27052 ай бұрын

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

      @codebasics@codebasics2 ай бұрын

  • 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.

    @divyaraj-rana@divyaraj-rana2 ай бұрын

  • 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.

    @user-xr4td3qg6q@user-xr4td3qg6q2 ай бұрын

  • I can't overstate how this has helped me

    @irokovictor5782@irokovictor57822 ай бұрын

  • This is a goldmine!! Thank you so much❤

    @tushar2250@tushar2250Ай бұрын

  • This video is golden!! Thank you, Dhaval.

    @FredSOY01@FredSOY012 ай бұрын

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

    @IsEqualToNavneet@IsEqualToNavneet2 ай бұрын

  • Brilliant! So much good information on here.

    @RockstahRolln@RockstahRolln3 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.

    @nipunreddye4432@nipunreddye44322 ай бұрын

  • Thank you so much for the detailed video. ❤

    @prabhatsrivastava6148@prabhatsrivastava6148Ай бұрын

  • 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.

    @mohammadimtiazali982@mohammadimtiazali9822 ай бұрын

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

    @shreypatel353@shreypatel3532 ай бұрын

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

    @phaniharsha5306@phaniharsha5306Ай 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.

    @Rahul_Rao_001@Rahul_Rao_001Ай бұрын

  • Exceptional video, thanks!

    @malekmeskine3675@malekmeskine36752 ай бұрын

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

    @bharadwajgkb7470@bharadwajgkb74702 ай бұрын

  • 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.

    @krissymikulski@krissymikulski2 ай бұрын

    • Same story krissy

      @ekrolin@ekrolinАй бұрын

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

    @Luminouslifelines27@Luminouslifelines272 ай бұрын

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

    @bigjoe100@bigjoe1002 ай бұрын

  • Great roadmap. I realized this seems to overlap with a lot of the topics in data science. I will study this as soon as I get a great grasp of the DS roadmap

    @jamesgraham9647@jamesgraham964710 күн бұрын

  • This is real gold. Thank you

    @researchprince@researchprinceАй бұрын

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

    @dinuherath6469@dinuherath64692 ай бұрын

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

    @ruhifarhath727@ruhifarhath7272 ай бұрын

  • 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.

    @KayderimGameplays@KayderimGameplays19 күн бұрын

  • This was absolutely awesome breakdown 🎉

    @jozuzl1@jozuzl12 ай бұрын

  • Thanks for providing the learners with such a promising roadmap.

    @roshanigavande9953@roshanigavande9953Ай бұрын

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

    @-abdulsamad-7184@-abdulsamad-718421 күн бұрын

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

    @BalaCSL-xs8sn@BalaCSL-xs8snАй бұрын

  • Awesome details Dhaval. You always have inspiring and motivating learning information. Appreciate your guidance and support to build better engineers.

    @maulikshah6550@maulikshah65503 ай бұрын

    • 🙏🏼

      @codebasics@codebasics3 ай бұрын

  • 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.

    @prakashbs8953@prakashbs8953Ай бұрын

  • 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

    @johnsonmanuel3330@johnsonmanuel33302 ай бұрын

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

    @syedMohimuddin@syedMohimuddin18 күн бұрын

  • So elaborate, thanks for this amazing video

    @somtoogbe108@somtoogbe1082 ай бұрын

  • I have a decade of experience as a software engineer. This is very well researched put together like a pro. Motivating and achievable the way you have put up a timeline. Heartfelt thanks Dhaval!!

    @guyfromgujarat@guyfromgujarat6 күн бұрын

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

    @doremonchaudhary5278@doremonchaudhary52782 ай бұрын

  • 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.

    @techtalksabhishek@techtalksabhishek2 ай бұрын

  • AWESOME!!!!! CODEBASICS ROCKS!!!!👌

    @leenavig3441@leenavig34419 күн бұрын

  • I am software engineer..Wanted to shift my career towards AI.. This video clearly gave me the road map .. Thanks a lot for the information..

    @lokeshkaviti7877@lokeshkaviti78774 күн бұрын

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

    @mysticallybeautiful2368@mysticallybeautiful23683 ай бұрын

    • Wish you all the best for your studies 👍

      @codebasics@codebasics3 ай бұрын

  • Honestly ,the best ever roadmap I have seen .

    @agaramuthalvanps8433@agaramuthalvanps84333 ай бұрын

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

    @nithinma8697@nithinma86972 ай бұрын

    • We're thrilled you found the AI roadmap helpful!

      @codebasics@codebasics2 ай бұрын

  • very informative indeed. Many thanks bro,.

    @zayinzayin-ri6xl@zayinzayin-ri6xl2 ай бұрын

  • Excellent video and very nice explanation !!!

    @sharathkrishnan8354@sharathkrishnan8354Ай бұрын

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

    @Kanak-rk5sx@Kanak-rk5sx3 ай бұрын

    • Hey can we team up?

      @mudumuduze1877@mudumuduze18772 ай бұрын

  • brilliant roadmap for beginners🔥

    @yokeswarans2903@yokeswarans29032 ай бұрын

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

    @RedBugBoy@RedBugBoyАй бұрын

  • Subscribed, thanks!

    @chaztikov@chaztikov2 ай бұрын
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