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This article is a cutout of my forthcoming book that you can sign up for here: https://www.danrose.ai/bookA significant concept in understanding your data is the concept of Black Swans. The black swan theory was coined by statistician and author of Fooled by Randomness Nassim Nicholas Taleb. A book I can only recommend.For many years it was commonly known […]
Being data-driven is usually used and understood with positive connotations but when I hear the word used I get a little anxious about the “data-driven” decisions that might be about to happen. Let me explain why.According to Wikipedia data-driven means “The adjective data-driven means that progress in an activity is compelled by data, rather than
Artificial intelligence is becoming mainstream and many organizations, startups and big corporates alike, are now starting internal AI projects or are incooperating AI into other existing IT. There’s just one problem. Leading AI projects are very different from leading in traditional IT. As a result many AI projects either fail or ignite frustration with project participants,
Lobe.ai just released for open beta and the short story is that you should go try it out. I was lucky and got to test it in the closed beta so I figured i should review a short review.Making AI more understandable and accessible for most people is something I spend a lot of time
AI comes in many different shapes and sizes. That applies to the use cases, the underlying technologies as well as the approaches to adopting AI in your organization. As many organizations are looking to adopt AI, an increasing need for tangible frameworks to understand the technology in a business perspective is requested by leaders in
This article is a cutout of my forthcoming book that you can sign up for here: https://www.danrose.ai/bookWhen interviewing domain experts for artificial intelligence solutions, it’s essential to avoid discussing a specific solution but instead focus on the business outcome and the problem at hand. When you interview experts, they sometimes settle on a particular solution
For different learning styles, goals, and comfort levels, finding a course that matches how you learn is HARD. Some people need visuals. While others wanna jump straight into code. Some need structure, others need flexibility. And many learners just want proof of effort at the end in the form of a certificate. This list is
Artificial intelligence(AI) projects are becoming commonplace for big business and entrepreneurs alike. As a result many people with no prior experience with AI are now being put in charge of AI projects. Almost 5 years ago that happened to me for the first time and I’ve since learned a lot. So here’s six things I
6 things you should know before beginning with AI projects Read More »
Introduction I have been looking for a list of AutoML solutions and a way to compare them, but I haven’t been able to find it. So I thought I might as well compile that list for others to use. If you are not familiar with AutoML read this post for a quick introduction and pros and
1. Transfer LearningTransfer learning is used a lot in machine learning now since the benefits are big. The general idea is simple. You train a big neural network for purposes with a lot of data and a lot of training. When you then have a specific problem you sort of “cut the end off” the
