S20:E5 - What are some fundamentals of machine learning and AI (Oscar Beijbom)
CodeNewbie
hello@codenewbie.org
4.7 • 618 Ratings
🗓️ 6 June 2022
⏱️ 39 minutes
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| 0:00.0 | Welcome to the Code to the podcast. |
| 0:07.3 | We talk to people on their coding journey in hopes of helping you on yours. |
| 0:11.2 | I'm your host, Ron, and today we're talking about some of the fundamentals of machine learning and AI with Oscar Baybaum, co-founder of Nickel. |
| 0:20.0 | Now you're in the business of like when your model starts, like, performing worse, |
| 0:25.4 | and, like, pulling in new data that is, like, represented of the new distribution and training on that. |
| 0:30.9 | Oscar talks about the difference between machine learning and AI, |
| 0:34.1 | what it traditionally takes to integrate machine learning into your code, |
| 0:38.8 | and how using a tool like nickel can help you in your learning journey. After this. |
| 0:53.5 | Thanks so much for being here. |
| 0:55.2 | Thanks for having me. |
| 0:56.4 | So before we get into machine learning and AI and all the stuff you're doing at |
| 1:00.6 | Nicol, tell us about how you first started to code. |
| 1:04.7 | Yeah, I mean, I'm old enough where we were like the first people on the block to have a computer at all like my dad's brother |
| 1:12.5 | worked at like ibn or something so he got us a cheaper computer so this was like really early |
| 1:18.3 | it was basic the program language was called basic like you could basically all you could do is |
| 1:22.7 | write something like a little prompt and then have the player answer, you know, a question yes or no. |
| 1:28.2 | So it's sort of like role-playing games where you were sort of navigates some sort of, well, |
| 1:33.5 | that the game designer had developed. |
| 1:36.2 | So I know that you have a lot of traditional schooling and computer science and engineering under your belt. |
| 1:42.1 | Can you talk about that part of your life? |
| 1:44.9 | Yeah. I mean, so I don't really consider myself a programmer still. I mean, I've done it |
| 1:50.7 | 24-7, I would say, the last 10 years or so. But I mean, my background is in engineering physics. |
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