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

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Published 2024-02-22
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-engineer-roadmap-2024

⭐️ 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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All Comments (21)
  • @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!
  • @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.
  • @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.
  • @morganmandaro531
    Incredible quality that I am unaccustomed to seeing. It is clear this took a lot of hard work to put together. Thank you!
  • 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.
  • 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
  • Amazing! Best guideline ever. Thanks a ton for such a valuable resources and directions.
  • Thanks for this roadmap! This helps me a lot in understanding the underlying tools and skills needed to become a successful AI engineer.
  • Very much needed Roadmap for a engineering student...thank you very much sir for your comprehensive guidance!!!
  • @mfarooq28
    Thanks for making such a comprehensive guide for AI Learners. Bundle of Thanks.
  • @amitagrawal6576
    Best video on AI roadmap. I was looking such video. Thanks god i found it.
  • @wimvangeyt3866
    OMG this video is so valuable :o. Thanks for put in the time to make this video and his resources.
  • @venkatreddy8829
    Probably best video i have cpme across so far. Process, Knowledge are key factors I like in this
  • @terran008
    Thank you for sharing this roadmap with us, your content helps lots of people move forward their career in AI
  • @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 🙏