How much math knowledge do you need for machine learning and deep learning? Some people say not much. Others say a lot. Both are correct, depending on what you want to achieve. There are plenty of ...

Last year, I started writing about my experiences taking courses on machine learning and artificial intelligence. One of the big, unexpected problems I ran into was calculus and linear algebra. I've ...

Machine learning is a wildly popular field of technology that is being used by data scientists around the globe. Mastering machine learning can be achieved via many avenues of study, but one arguably ...

Then to optimize over that linear model they’ll show you gradient descent, and again you’ll note, “Well, that’s just calculus!” Support vector machines? Merely convex optimization. Naive Bayes? Just ...

Do you really need maths to work in AI? 👀 While a strong math foundation helps for deeper concepts like machine learning and ...

You have /5 articles left. Sign up for a free account or log in. For a long time, computer scientists struggled to develop artificial intelligence that could solve ...

Quantum computing is a complex marriage of math, physics and IT that will take society’s achievements to amazing new levels.

Overview: Clear problem definitions prevent wasted effort and keep machine learning work focused.Clean, well-understood data ...