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Ask HN: Is there an AI knowledge path?
I am a software developer with around ~10 years on the job. I am interested on developing an understanding on AI; is there material that will help me create a mapping of the field?
Thank you
- jzombie 3y agoI started with this and gained a lot of insight, though it's definitely very high level: https://learning.edx.org/course/course-v1:HarvardX+CS50AI+1T2020/home https://learning.edx.org/course/course-v1:HarvardX+CS50AI+1T...
- nicolemason 3y agoIt's good to have strong math foundations for the AI career.
- RossBencina 3y agoI'd start by clarifying what you mean by "an understanding on AI" what do you mean by AI? Do you mean machine learning as a scientific discipline? or something else. You can probably start with Wikipedia to get a map at that level. I often see https://www.fast.ai/ https://www.fast.ai/ recommended as an answer to this question, but I have not used their courses so I can't comment on their utility. You could get a map of current industrial capabilities by looking at the white papers and documentation for the AI web services offered by Google, AWS, Azure. Two podcasts with interviews with researchers and developers: MLST, Latent Space
- CamperBob2 3y agoStart with Karpathy's videos on YouTube. He has some real talent for teaching.