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(Agile vs waterfall) Critical Algorithm Development: Design

Imagine a waterfall. Powerful. Irreproachable. Always moving forward towards an imminent descent. Driven by one of several fundamental forces in the universe...

Beginner's Guide: Creating DevOps Pipeline

If you're new to DevOps, take a look at this tutorial on creating your first five-stage pipeline. DevOps has become the standard solution for fixing slow, fragmented, or inoperative software development processes...

Camera, motor, panorama: how to create 3D photos of cars in the Auto.ru application

The better it is possible to consider a potential purchase before payment, the less likely it is to encounter unpleasant surprises after, contrary to unscrupulous sellers and insufficiently detailed descriptions...

July 7 - #btechday International Forum “Biometrics Against a Pandemic”

Hello! The pandemic once again recalled the importance of developing all non-contact...

The book “Deep learning in pictures. Artificial Intelligence Visual Guide

Hello, Fermenters! Deep learning has become a powerful engine for working with artificial intelligence...

Resources for Obtaining Image Datasets You May Not Know About

Hello, Habr! As you know, data sets are the fuel for machine learning...

Parsing an article on how to extract meaning from embeddings

tl; dr: A simplified analysis of the article in which the author proposes two interesting theorems on the basis of which he found a way to extract hidden meaning vectors from the embedding matrix...

FAISS: Quickly search faces and clones on multi-million dollar data

Once, on the eve of a client conference, which is held annually by the DAN group, we thought about what interesting things could be done to keep our partners and clients pleasant impressions and memories of the event...

MLOps — Cook book, chapter 1

Hello everyone! I am a CV developer at CROC. For 3 years we have been implementing projects in the field of CV...

Materials from mitap for analysts: growth model, A/B tests, stock and delivery management

Habr, hello! On the last day of June, our meeting was held for analysts. It was attended by speakers from Leroy Merlin, Ostrovok. ru and, of course, Avito...

Machine Learning Web Server “VKF Solver”

Now, in the eyes of the general public, machine learning is strongly associated with various options for training neural networks...

ML + HCI: what is being explored at the intersection of machine learning and human-computer interaction

Many are convinced that the field of Human Computer Interaction (HCI or human-computer interaction) is reduced only to the design of sites or applications, and the main task of a specialist is to satisfy users, increasing the like...

9 key simple machine learning algorithms

Hello, Habr! I present to you the translation of the article "9 Key Machine Learning Algorithms Explained in Plain English" by Nick McCullum. Machine Learning (MO) is already changing the world...

Calculation of factors in antifraud. Yandex Report

Antifraud is a service for searching and leveling cases of exploitation of other, publicly available Yandex services...

Dipfeyki, reverse engineering, muses. programming and audio interfaces while driving - notes on working with sound

This is a selection of materials on the topic of programming, computer hardware and software for car audio interfaces. Everyone interested in the topic, we invite under the cat...

Generative Zoology with Neural Networks

A couple of years ago, an article appeared on my reading list entitled "Progress and development of GAN to improve quality, stability and increase variation"...

Neural networks guard traffic rules

Violations of traffic rules (SDA) by drivers carry operational, reputational and legal risks for organizations. Previously, video recordings from official vehicles were analyzed to identify violations...

A selection of articles on machine learning: case studies, guides and research for June 2020

Here you will find a list of materials published in June in English. All of them are written without undue academicism, contain code examples and links to non-empty repositories...

Machine Learning Community Has Toxicity Problem

Toxicity is everywhere. First, the peer review process has been disrupted. A quarter of the work from the NeurIPS conference is laid out on arXiv...

Using graph analysis methods to search for anomalies

Despite the fact that the description of data using graphs has been practiced since the century before last, their use in solving everyday problems of data analysis is only gaining momentum...