AI Engineer Roadmap | How I'd Learn AI in 2024
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Published 2024-02-22
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)
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To learn AI concepts in a simplified and practical manner check our course "AI for everyone": codebasics.io/courses/ai-for-everyone-your-first-s…
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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!
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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.
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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.
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Incredible quality that I am unaccustomed to seeing. It is clear this took a lot of hard work to put together. Thank you!
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Wow, this is what I needed! Fantastic work and clear cut explanations as well. Keep up the great work!
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Your video is amazing! It has inspired me and helped me to see my roadmap clearly. Thank you for everything.
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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!
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Your video was incredibly helpful! I especially appreciated all your insights. Thanks for sharing your knowledge
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Amazing! Best guideline ever. Thanks a ton for such a valuable resources and directions.
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Thanks for this roadmap! This helps me a lot in understanding the underlying tools and skills needed to become a successful AI engineer.
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Very much needed Roadmap for a engineering student...thank you very much sir for your comprehensive guidance!!!
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The BEST roadmap I've seen, thank you very much
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Thanks for making such a comprehensive guide for AI Learners. Bundle of Thanks.
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Best video on AI roadmap. I was looking such video. Thanks god i found it.
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OMG this video is so valuable :o. Thanks for put in the time to make this video and his resources.
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Probably best video i have cpme across so far. Process, Knowledge are key factors I like in this
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Thank you for sharing this roadmap with us, your content helps lots of people move forward their career in AI
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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.
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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 🙏