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CPUs vs GPUs vs TPUs

What are CPUs vs. GPUs vs. TPUs, and what are AI chips, like what NVIDIA makes? Why do we need them? Are they just a marketing ploy? A few of you have asked questions along these lines: “What does an Al chip have that separates it from a normal chip!? Isnt it a bit of marketing from companies like NVIDIA to capture investors? Also do Al systems need chips to function? Do we really need does advanced chips? And does it all work!?” Let me know in the comments if you have any questions about GPUs / AI chips, and if this video clears it all up! And as always, please use the comment section to ask more general questions about AI or request topics for us to cover. Hi, I’m Harper, AI educator, engineer and advisor. ••• My goal is to democratize AI, so everyone can understand it, use it, and make informed decisions about it. Happy you’re here. ••• I have two degrees in Computer Science specializing in Artificial Intelligence from @Stanford, experience teaching PhD-level AI courses there, and 4+ years building AI at @Facebook I was Founding Engineer and then Head of AI/ML at a startup that was acquired by @NVIDIA, and that’s where I began my AI teaching journey. Follow me if you want to learn about AI, and let me know in the comments if there’s anything specific you want to learn about. #aieducator #airesearch #advancedai #aiexpert #aiforall #aiforgood #techtalks #amazingtechnology #alwaysbelearning #moderntechnology #techvideos #techindustry #techfacts #techtalk #techinnovation #futureready #scienceandtechnology #techupdates #technologytrends #instatechnology #futuretechnology #techgeek #techtrends #techlover #technologynews #machinelearning #ai #gpu #nvidia #aichip