Lena Voita

NLP Course | For You

This is an extension to the (ML for) Natural Language Processing course I teach at the Yandex School of Data Analysis (YSDA) since fall 2018. For now, only part of the topics is likely to be covered here.

This new format of the course is designed for:

  • convenience

    Easy to find, learn or recap material (both standard and more advanced), and to try in practice.
  • clarity

    Each part, from front to back, is a result of my care not only about what to say, but also how to say and, especially, how to show something.
  • you

    I wanted to make these materials so that you (yes, you!) could study on your own, what you like, and at your pace. My main purpose is to help you enter your own very personal adventure. For you.

Lectures-blogs with
    Interactive parts & Exercises
    Analysis and Interpretability

Seminars & Homeworks
    notebooks in our 7.7k-☆ course repo

Research Thinking
    learn to ask right questions

Related Papers
    with summaries and explanations

Have Fun!
    just fun

If you want to use the materials (e.g., figures) in your paper/report/whatnot and to cite this course, you can do this using the following BibTex:

 
copy

What's inside: A Guide to Your Adventure

Course

To be continued...

Supplementary

To be continued...