yandexdataschool/nlp_course resource
YSDA course in Natural Language Processing observed · 2026-08-28
Health v2 · maintenance only
77/100
- Activity 99
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2916
- days_rel: n/a
- days_push: 9
- n_releases_24m: 0
Adoption not part of the score
10656 stars · 2760 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
The Yandex School of Data Analysis (YSDA) Natural Language Processing course, with lecture materials, interactive blog-style content, seminar notebooks, and homework assignments. It covers topics from word embeddings and language modeling to transformers, transfer learning, and large language models.
Use cases
- learn natural language processing from scratch
- study how transformers and attention work
- find hands-on NLP homework notebooks
- self-study large language models and prompting
- recap seq2seq and machine translation concepts
- prepare for an NLP research career
When to choose
- you want a structured, university-quality NLP curriculum with exercises
- you prefer interactive explanations with visualizations
- you want practical PyTorch/TensorFlow notebooks alongside theory
When to avoid
- you need production NLP tooling or a library
- you want a quick reference rather than a full course
- you need certified or instructor-graded learning
Facets
learning-resource · maturity active
nlp machine-learning deep-learning education tutorials large-language-models python cross-platform course jupyter-notebooks ysda transformers embeddings seq2seq prompting self-study natural-language-processing
2 sources
- readme: https://github.com/yandexdataschool/nlp_course · fetched 2026-08-28 · 896c1f5d62d3
- homepage: https://lena-voita.github.io/nlp_course.html · fetched 2026-08-29 · 8e12a9c574e5
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| yandexdataschool/nlp_course | main | 77 |
For agents
markdown · JSON · MCP: product_card(name="yandexdataschool/nlp_course")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem