[mothcamp]

Hi HN:

I published part one of my free NLP course. The course is intended to help anyone who knows Python and a bit of math go from the very basics all the way to today's mainstream models and frameworks.

I strive to balance theory and practice and so every module consists of detailed explanations and slides along with a Colab notebook (in most modules) putting the theory into practice.

In part one, we cover text preprocessing, how to turn text into numbers, and multiple ways to classify and search text using "classical" approaches. And along the way, we'll pick up useful bits on how to use tools such as spaCy and scikit-learn.

No registration required: https://www.nlpdemystified.org/

[irln]

The interface is great. Did you create the front-end/back-end from scratch?

[mothcamp]

Thank you. Yep. It's all statically-generated pages using Next.js with a single Next.js API route for the subscription. All hosted on Netlify.