data science

Coconut: A Framework for Latent Reasoning in LLMs

Paper link: https://arxiv.org/abs/2412.06769 Released: ninth of December 2024 a high concentrate on LLMs with reasoning capabilities, and for a great reason. Reasoning enhances the LLMs’ power to tackle complex issues, fosters stronger generalization, and introduces...

A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?

chapter of the in-progress book on linear algebra, “A birds eye view of linear algebra”. The table of contents to date: Stay tuned for future chapters. Here, we'll describe operations we will do with two...

Data Mesh Diaries: Realities from Early Adopters

weaving its way into the highlight over the past few years, as organizations try to seek out alternatives to centralized data architectures. I’ve had a front-row seat to observe early adopter teams come to...

Methods to Use LLMs for Powerful Automatic Evaluations

discuss how you may perform automatic evaluations using LLM as a judge. LLMs are widely used today for quite a lot of applications. Nonetheless, an often underestimated aspect of LLMs is their use...

“My biggest lesson was realizing that domain expertise matters greater than algorithmic complexity.“

You latterly won $10,000 in a machine learning competition — congratulations! What was the largest lesson you took away from that have, and the way has it shaped your approach to real-world ML problems? My...

How I Won the “Mostly AI” Synthetic Data Challenge

I within the Mostly AI Prize and won each the FLAT and SEQUENTIAL data challenges. The competition was a improbable learning experience, and on this post, I need to supply some insights into...

How you can Write Insightful Technical Articles

, I discuss how you possibly can write technical articles. I even have been writing such articles for around 2.5 years, and I’ll undergo my experiences, how you'll find your individual area of interest,...

How one can Design Machine Learning Experiments — the Right Way

Never miss a brand new edition of , our weekly newsletter featuring a top-notch choice of editors’ picks, deep dives, community news, and more. It’s tempting to think that what separates a successful machine learning project from...

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