Tag: learn
-
What skills did you learn on the job this past year?
What skills did you learn on the job this past year? What skills did you actually learn on the job this past year? Not from self-study or online courses, but through live hands-on training or genuinely challenging assignments. My hunch is that learning opportunities have declined recently, with many companies leaning on “you own your…
-
Neural Networks Learn Generic Multi-Index Models Near Information-Theoretic Limit
Neural Networks Learn Generic Multi-Index Models Near Information-Theoretic Limit arXiv:2511.15120v1 Announce Type: new Abstract: In deep learning, a central issue is to understand how neural networks efficiently learn high-dimensional features. To this end, we explore the gradient descent learning of a general Gaussian Multi-index model $f(boldsymbol{x})=g(boldsymbol{U}boldsymbol{x})$ with hidden subspace $boldsymbol{U}in mathbb{R}^{rtimes d}$, which is the…
-
Learn How to Use Transformers with HuggingFace and SpaCy
Learn How to Use Transformers with HuggingFace and SpaCy Mastering NLP with spaCy: Part 4 The post Learn How to Use Transformers with HuggingFace and SpaCy appeared first on Towards Data Science. Marcello Politi Go to original source
-
Catch-22: Learning R through “hands on” Projects
Catch-22: Learning R through “hands on” Projects I often get told “learn data science by doing hands-on projects” and then I get all fired up and motivated to learn, and then I open up R…. And then I stare at a blank screen because I don’t know the syntax from memory. And then I tell…
-
How I’d Learn AI in 2025 (If I Knew Nothing)
How I’d Learn AI in 2025 (If I Knew Nothing) A 5-step roadmap for today’s landscape Today, more people than ever are trying to learn AI. Although there are countless free learning resources online, navigating this rapidly evolving landscape can be overwhelming (especially as a beginner). In this article, I discuss how I’d approach learning…