# demidovakatya/vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

Repository: https://github.com/demidovakatya/vvedenie-mashinnoe-obuchenie
Canonical: https://ross.abutalabs.com/products/vvedenie-mashinnoe-obuchenie
License Family: other
Topics: machine-learning, data-science, collections, university, mooc, data-mining, nlp, neural-networks, deep-learning, russian
Last push: 2021-01-12T10:55:12+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3870, "days_push": 2059, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1454, forks 321 (observed 2026-08-28T04:04:46.728769+00:00)

## What it is
A continuously updated curated collection of machine learning resources, maintained in Russian. It organizes links to books, online courses (MOOCs), lecture notes, and topic-specific materials covering NLP, deep learning, statistics, linear algebra, and data science tools.

## Use cases
- find resources to learn machine learning from scratch
- discover free data science books and courses
- prepare for Yandex School of Data Analysis (SHAD) admission
- find MOOCs on neural networks and deep learning
- locate Russian-language machine learning materials
- find learning materials on linear algebra and statistics for ML
- discover NLP learning resources

## When to choose
- you want a curated starting point for self-studying machine learning
- you prefer resources in Russian
- you need links to courses, books, and communities across many ML subtopics

## When to avoid
- you need runnable code or a software library
- you need only English-language resources
- you need an up-to-date, actively maintained list (last updated 2021)

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: documentation, developer-tools
- domain: machine-learning, data-science, tutorials, awesome-lists, deep-learning
- platform: cross-platform
- tags: curated-list, awesome-list, russian-language, mooc, machine-learning-resources, study-guide, natural-language-processing

## Member repositories
- demidovakatya/vvedenie-mashinnoe-obuchenie (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:46.728769+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:35:42.120853+00:00, confidence not recorded.
  - readme: https://github.com/demidovakatya/vvedenie-mashinnoe-obuchenie (fetched 2026-08-28T04:04:46.728769+00:00, sha 8ac37a00a6eb)
- Data as of 2026-08-30T08:39:29.467469+00:00.