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.

⭐️ 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

#️⃣ Social Media #️⃣

------

[DH]

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!

[vabav]

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.

[MdSaifurRahmansifting]

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

[shubhamchaurasia]

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!

[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.

[npmephy]

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

[morganmandaro]

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

[johnnypepper]

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

[tanvirhasanmonir]

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

[manivannansivaraj]

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

[RolandoLopezNieto]

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

[monishvishwanath]

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

[amitagrawal]

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

[venkatreddy]

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

[wimvangeyt]

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

[terran]

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

[trgluttony]

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.

[movva.sivaram]

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

[renaudmontes]

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

[vaitesh]

Awesome stuff. Thanks for sharing the details, it really is extensive but makes sense to the point where you want to get there.