Are there dangers in accuracy? When you have unbalanced data that is incorrectly diagnosed, it can lead to misleading interpretations and results. Relying solely on data accuracy can be insufficient, so make sure to model your data according to the type of statistical model that...
What is the value of test-driven development and how does one go about it? Paul Townend briefly discusses the importance of iterative design.
Hi, it’s Ben from Freya again, here to share a little bit about the importance of domain knowledge when it comes to software projects. We found that it’s super critical to have the right domain knowledge for any project. Certainly that’s the case when it...
How much data do we really need? This video briefly discusses the value of having significant data, given a varying set of project constraints.
Listen to Freya Systems CEO Ben Johnson discuss his upbringing and overall philosophy. His early fascination with the miracle of flight gave him a deep passion for aviation. From introspection and not fearing failure to a lifelong passion for learning, Ben details how he has...
Chris MacNeel: Hey, I’m Chris at Freya Systems, and I’d like to talk about machine learning and statistics. A lot of times we get asked, “What machine learning models are you using? What’s the best thing out there. What’s the cutting edge technology that you’re...
John Leczner: I’m John Leczner, Freya Systems. I’m a software developer. And today I want to talk about choosing Angular versus React. There’s so many things to consider when you’re looking at these two technologies, but I think high level and from a non tech...
Katherine Anderson: Hi, I’m Katherine from Freya Systems. I’d like to discuss the difference in approaches we have for programming models in industry versus academia. The main distinction is that in industry we’re focused on productionizing models, usually in a given time and budget. And...
Ben Johnson: Hi, it’s Ben from Freya. I just wanted to share another tip for you today about how our skills translate between different verticals. We found that skills really translate, and it’s all about the techniques, how you apply a technique from one vertical...
Chris MacNeel: Hi. I’m Chris here at Freya and I’d like to talk to you about data science projects. It’s great to be running models all day long and trying to get accuracy just a little bit better each time, but in industry, we have...
