Разработка • dev.to • 7 мая 2024 г. 1:46
Kolmogorov–Arnold Networks (KANs) MLPs are celebrated for their expressive power, primarily attributed to the Universal Approximation Theorem which suggests that they can model any continuous function under certain conditions. However, despite th...... читать далее
Разработка • dev.to • 6 мая 2024 г. 14:30
Author: Jacob Marks (Machine Learning Engineer at Voxel51) Anomaly detection (AD) is crucial in mission-critical applications such as fraud detection, network security, and medical diagnosis. Anomaly detection in visual data like images, videos, a...... читать далее
computervision ai machinelearning datascienceРазработка • dev.to • 6 мая 2024 г. 2:32
Solving a Leetcode problem daily — Day 5 | Diagonal Traverse | by Subhradeep Saha | May, 2024 | Dev Genius Slay Leetcode’s Diagonal Traversal problem with this detailed C++ guide - code breakdown, dry run with diagr...... читать далее
diagonal traversal cpp leetcodeРазработка • habr.com • 4 мая 2024 г. 17:30
Здесь будет рассказано о главных отличиях самого старого и базового алгоритма снижения размерности - PCA от его популярных современных коллег - UMAP и t-SNE. Предполагается, что читатель уже предварительно что-то слышал про эти алгоритмы, поэтому под...... читать далее
dimensionality reduction математика data scienceРазработка • dev.to • 4 мая 2024 г. 7:59
Fascinated by the idea of computers understanding images and patterns? Convolutional Neural Networks are one of the most popular neural networks which handle analysis of visual imagery. In this guide you’ll learn: What are Convolutional Neural N...... читать далее
ai neuralnetworks beginners convolutionalРазработка • dev.to • 20 апреля 2024 г. 13:24
In this article, we will be discussing the role that ZKML plays in its mission of making machine learning models verifiable, decentralized, and trustless in nature powered by Zero-Knowledge proofs and deconstructing what the plan ahead is for it and...... читать далее
machinelearning ai decentralizationРазработка • dev.to • 19 апреля 2024 г. 9:48
Data mining is an important process for businesses and researchers allowing them to retrieve insights from large datasets and use them for strategic marketing to reach and convert leads. The quality and accuracy of a dataset affect the insights and...... читать далее
Разработка • dev.to • 18 апреля 2024 г. 2:25
здравствуйте. This past week I was trying to look at questions I may encounter in data science interviews and thought to share some. Please add any others in the comments. Q1: Mention three ways to make your model robust to outliers or How to deal w...... читать далее
Разработка • dev.to • 26 марта 2024 г. 2:10
Within the field of vector search, an intriguing development has arisen: binary vector search. This approach shows promise in tackling the long-standing issue of memory consumption by achieving a remarkable 30x reduction. However, a critical aspect t...... читать далее
postgres vectordatabase llm aiРазработка • dev.to • 18 марта 2024 г. 16:05
Our world is rapidly changing, and AI is a big part of that change. Students in development and engineering (and developers already in their careers) need to become proficient in AI tools. Perhaps not experts, but at least enough to understand how AI...... читать далее
Разработка • dev.to • 12 марта 2024 г. 15:09
Introduction In our recent AI-revolutionized world, to design proper machine learning workflows is important for getting insights, making predictions, and also solving complex problems. Python, with its vast collection of libraries and frameworks,...... читать далее
beginners machinelearning python aiРазработка • dev.to • 23 февраля 2024 г. 17:46
OpenAI Ada-003 embeddings are a powerful tool for natural language processing (NLP). However, the size of the embeddings are a challenge, especially with real-time search and retrieval. In this article, we explore how you can use Qdrant's Binary Quan...... читать далее
ai openai opensource machinelearningРазработка • dev.to • 19 февраля 2024 г. 17:45
Think of a library with a vast index card system. Each index card only has a few keywords marked out (sparse vector) of a large possible set for each book (document). This is what sparse vectors enable for text. What is a Sparse Vector?...... читать далее
vectordatabase ai opensource databaseРазработка • dev.to • 14 февраля 2024 г. 15:39
1. Introduction The article Codia AI: Shaping the Design and Code Revolution of 2024 introduces Codia AI, which has made in-depth technical implementations and optimizations to OCR models. Among its features, Codia AI Design's ability to recognize...... читать далее
ocr machinelearning ai designРазработка • dev.to • 28 января 2024 г. 7:57
Machine learning is a subfield of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to perform tasks without being explicitly programmed. The primary goal of machine learning is to...... читать далее
tensorflow node machinelearning aiРазработка • dev.to • 16 января 2024 г. 17:44
I. Introduction Arrays are a fundamental concept in programming, serving as a powerful tool for organizing and manipulating data. In this section, we will explore the definition of arrays and their significance in programming. A. Definiti...... читать далее
javascript coding programming webdevРазработка • dev.to • 13 января 2024 г. 6:03
Material of Study Jam Introduction to AI and Machine Learning on Google Cloud Generative AI Fundamentals Introduction to Generative AI Studio Generative AI Explorer - Vertex AI Google Cloud Computing Foundations: Cloud Computing Fundamentals Google...... читать далее
Разработка • dev.to • 25 октября 2023 г. 18:56
INTRODUCTION. Time series modeling is a powerful and widely used technique in statistics, data science, and machine learning. It involves analyzing time-based data to understand patterns, trends, and relationships within the data. The main objectiv...... читать далее
webdev beginners react timeseriesРазработка • dev.to • 11 октября 2023 г. 15:24
INTRODUCTION. Just like everything in this world, data has its imperfections. Raw data is usually skewed, may have outliers, or too many missing values. A model built on such data results in sub-optimal performance. In a hurry to get to the machine...... читать далее
beginners datavisualization newbie reactРазработка • dev.to • 1 сентября 2023 г. 5:12
1. Linear Regression Linear regression is a statistical method used to examine the relationship between two continuous variables: one independent variable and one dependent variable. The goal of linear regression is to find the best-fitting line th...... читать далее
