💼 Právníci, mějte správnost údajů v dokumentech pod kontrolou! 💼 Stalo se vám někdy, že jste v důležitém podání udělali překlep v čísle parcely, rodného čísla nebo drobnou chybu, která vás nebo vašeho klienta stála čas a peníze? Není to nic neobvyklého. Jeden můj kolega advokát musel kvůli jedinému překlepu ve formuláři…
It was hard to grasp the idea why they are important and why we need them. So to this great video of explanation i want to add visual representation of matrices in the lecture 27. Positive Definite Matrices and Minima Let's first call all types of matrices: * ⬆️⬇️ indefinite * ⬆️⬆️ positive definite…
I suggest using embeddings for predicting the outcomes of appeals based solely on the decisions of district courts, achieving a balanced accuracy of 51% for 3 categories (baseline is 33.3% ).…
To process Czech and Slovak text for the purpose of extracting entities while also needing to normalize the text through stemming and lemmatization, you can follow a structured methodology that involves several steps. Here’s a recommended approach: 1. Text Preprocessing * Language Detection: If your dataset contains a mix of…
The integration of Machine Learning (ML) into the DevOps culture, forming MLOps, is revolutionizing how teams develop, deploy, and maintain ML systems. This chapter delves into an MLOps architecture designed to streamline the lifecycle of ML projects. I focus on a comprehensive setup that includes GitHub for version control, automated…
The Gauss Curve, also known as the Gaussian distribution or Normal distribution, is a fundamental concept in statistics, representing the distribution of values, scores, or measurements that cluster around the mean in a symmetrical, bell-shaped pattern. This distribution is described by two parameters: the mean (\(\mu\)) and the standard deviation…
The Lunarpunk Festival concluded with an in-depth discussion on artificial intelligence featuring excellent guests and experts on the topic. Has the world changed thanks to the use of AI? What AI tools do you use daily that enhance your productivity? What is the worst kind of death? AI isn't just…
Understanding the Euler Number (e) Through Examples The Euler number, denoted as \(e\), is a fundamental constant in mathematics approximately equal to 2.71828. It's not just any number; it's the base of natural logarithms and plays a vital role in calculus, finance, and physics. Let's dive into some intriguing…