The Ultimate Guide To Software Engineering For Ai-enabled Systems (Se4ai) thumbnail

The Ultimate Guide To Software Engineering For Ai-enabled Systems (Se4ai)

Published Jan 26, 25
5 min read


It was an image of a paper. You're from Cuba originally? (4:36) Santiago: I am from Cuba. Yeah. I came here to the United States back in 2009. May 1st of 2009. I've been here for 12 years currently. (4:51) Alexey: Okay. You did your Bachelor's there (in Cuba)? (5:04) Santiago: Yeah.

Then I went with my Master's below in the States. It was Georgia Technology their online Master's program, which is wonderful. (5:09) Alexey: Yeah, I think I saw this online. Since you post so much on Twitter I already understand this bit. I think in this picture that you shared from Cuba, it was two people you and your buddy and you're looking at the computer.

(5:21) Santiago: I believe the very first time we saw web during my university degree, I think it was 2000, maybe 2001, was the very first time that we got accessibility to internet. Back then it was about having a number of publications and that was it. The understanding that we shared was mouth to mouth.

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Literally anything that you want to recognize is going to be on the internet in some form. Alexey: Yeah, I see why you enjoy books. Santiago: Oh, yeah.

Among the hardest abilities for you to get and start providing worth in the artificial intelligence area is coding your capacity to create solutions your capability to make the computer do what you desire. That's one of the most popular skills that you can construct. If you're a software program engineer, if you already have that ability, you're most definitely midway home.

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It's intriguing that most individuals are afraid of math. However what I have actually seen is that lots of people that do not continue, the ones that are left behind it's not because they do not have math skills, it's due to the fact that they lack coding skills. If you were to ask "That's far better positioned to be effective?" Nine breaks of ten, I'm gon na select the individual that currently recognizes exactly how to create software program and offer worth through software.

Definitely. (8:05) Alexey: They simply require to encourage themselves that mathematics is not the most awful. (8:07) Santiago: It's not that terrifying. It's not that scary. Yeah, math you're going to need mathematics. And yeah, the much deeper you go, math is gon na end up being more crucial. Yet it's not that terrifying. I promise you, if you have the abilities to construct software, you can have a significant influence simply with those skills and a little more mathematics that you're mosting likely to incorporate as you go.



So just how do I encourage myself that it's not terrifying? That I shouldn't stress over this thing? (8:36) Santiago: A wonderful question. Top. We need to consider that's chairing artificial intelligence material mainly. If you think of it, it's primarily coming from academic community. It's documents. It's the people who invented those solutions that are creating guides and videotaping YouTube videos.

I have the hope that that's going to get better over time. Santiago: I'm functioning on it.

Believe around when you go to institution and they show you a bunch of physics and chemistry and math. Just because it's a general foundation that possibly you're going to require later.

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You can know very, extremely low degree information of exactly how it functions inside. Or you might know simply the needed things that it does in order to fix the issue. Not every person that's making use of arranging a checklist today recognizes specifically how the formula functions. I know extremely effective Python programmers that don't even understand that the arranging behind Python is called Timsort.

When that takes place, they can go and dive much deeper and get the expertise that they need to recognize just how team kind works. I don't assume everyone requires to start from the nuts and screws of the web content.

Santiago: That's things like Auto ML is doing. They're providing devices that you can make use of without having to recognize the calculus that goes on behind the scenes. I assume that it's a various strategy and it's something that you're gon na see even more and more of as time goes on.



Just how much you understand about sorting will absolutely help you. If you recognize a lot more, it may be valuable for you. You can not restrict people just due to the fact that they don't understand points like sort.

I've been uploading a whole lot of material on Twitter. The approach that normally I take is "Just how much lingo can I get rid of from this content so even more people recognize what's happening?" So if I'm going to speak concerning something let's state I simply posted a tweet last week about set learning.

My challenge is exactly how do I get rid of all of that and still make it available to even more individuals? They understand the scenarios where they can utilize it.

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I think that's a good point. (13:00) Alexey: Yeah, it's a good point that you're doing on Twitter, since you have this ability to place intricate things in basic terms. And I agree with everything you state. To me, in some cases I seem like you can read my mind and just tweet it out.

Just how do you actually go about removing this jargon? Also though it's not very associated to the subject today, I still believe it's interesting. Santiago: I believe this goes much more right into composing concerning what I do.

That assists me a lot. I typically likewise ask myself the inquiry, "Can a six years of age comprehend what I'm attempting to take down here?" You understand what, occasionally you can do it. However it's always concerning trying a little harder acquire responses from individuals that check out the web content.