AI Engineering: A Realistic Roadmap for Beginners

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It's so important for learners to understand that AI engineering is built on a solid foundation of software skills. Focusing on practical, hands-on projects is the best way to start.

This is by far one of the better AI channels on youtube. Keep up the good work.

Few years ago people were like go and learn Tech and I did data analytics. About 2 years ago you have to become a prompt engineer. Now the buzz word is to learn AI engineering and or Agentic AI. Nobody knows what is going to be tomorrow. Okay, for now I am gonna leave this Tech career until this AI dust settles. I am tired of the confusion.

This is actually informative. Every other youtube videos talk about core AI skills like ML, Deep learning, neural network and all but your definition was actually to the point and this what companies are even looking for.

Tim woke up and decided to save us in the future. Great work bro, we need more of this❤

This video really fed me the inspiration that i need to become AI Engineer. Thanks dude for that 😊

Finally someone that prioritizes sharing what an AI engineer actually do to the T. I have seen other content creators who can’t help but make AI engineering sound more intimidating in order to appear smarter or more special, when in fact it’s basically 70–80% software engineering work combined with 20–30% AI integration. Thank you for this. I was so tempted to create my own video to help others and encourage them to try AI Engineering as the other videos I have seen are misleading and discouraging. I think you presented it perfectly.

That is a really great video, since I'm totally new to ai

Excellent video, thank you very much Tim