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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...

Checklist for a machine learning project

Here are 8 steps you must follow in almost every project. Some of the steps can be performed interchangeably in order. 1...

“Sim-sim, open up!”: Access to the data center without paper magazines

We tell how we implemented a system of electronic registration of visits with biometric technologies in the data center: why was it needed, why did we again develop our own solution and what advantages did we get...

Reset and force snom phone firmware upgrade

How to reset your Snom phone to Factory Settings? How to force update the phone firmware to the version you need? Reset settings You can reset your phone in several ways: Via the phone’s user interface menu - click the settings me...

How an online store integrates Mail services into its business processes: the present and future of integration

Mail helps online stores automate most of the logistics processes. We can instruct delivery of packages, printing and sending letters, storage, collection and packaging of orders...

OneWeb will live: UK buys 20% of the company for $ 500 million

On March 28, OneWeb, a global satellite Internet service provider, filed for bankruptcy. Its position has weakened due to the coronavirus pandemic, the ensuing economic crisis, and intense competition from Amazon and SpaceX...

Systems of isolation of air corridors of data centers. Part 2. Cold and hot corridors. Which isolate?

There are two options for installing a containerization system in an already operating machine room (I will discuss the installation of isolation systems in building machines in the next part)...

Our unique free Kubernetes master courses, CLI tool for Odo developers, Java in containers and many books

Okay, we are an innovative IT company, which means we have developers - and these are good developers who are passionate about their business. And they do live streaming, and collectively it's called DevNation...

What you need to know about ClickHouse architecture in order to use it effectively. Alexey Zatelepin (2018)

ClickHouse - a high-performance open-source analytical database developed in Yandex. Initially, ClickHouse was created for the tasks of Yandex...

Cloud ACS - Pros and Cons first-hand

The pandemic harshly forced each of us, without exception, if not using it, to still acknowledge mainly the information environment of the Internet as a life support system...

“Walking in my shoes” is a stop, but are they marked?

Since 2019, a mandatory labeling law has been in force in Russia. The law does not apply to all groups of goods, and the dates for the entry into force of mandatory labeling for product groups are different...

We block the filling of private keys, archives, large files, and not only in Gitlab CE

Git hooks is a tool to help keep your repository in order. You can configure automatic rules for processing your commits. You all probably know about pre-commit - checking your code before committing...

Create a scalable API on AWS Spot Instances

Hello everyone! My name is Cyril, I am CTO in Adapty...