Hello everyone,
I want to explore the domain of natural language processing and want to know where I can start.
Can you guys suggest me a possible road map for an absolute beginner to NLP?
I was thinking of starting NLP from chapter 10th of fastbook.
Thanks.
fastai-nlp is a good way to start.
https://www.fast.ai/2019/07/08/fastai-nlp/
I was thinking of starting NLP from chapter 10th of fastbook.
That should be fine as well. You can always revisit Traditional NLP methods.
Be careful with that notebook. The default code uses a batch size of 128, which may not fit into your available VRAM. You might want to halve it to be safe.
Modern NLP uses Deep Learning. I would start with https://course.fast.ai/ to learn the basics of DL (which also covers NLP use cases), and move on to fastai-nlp course later on.
Yeah I am following the same approach. Also I found that Fastbook to be very resourceful.
Hello, while running Lesson 4 notebook on Kaggle I am getting this error when executing the cell
tokz.vocab['_of']
KeyError Traceback (most recent call last)
/tmp/ipykernel_77/2001632069.py in
----> 1 tokz.vocab[‘_of’]
KeyError: ‘_of’
Here’s my notebook: Getting started with NLP for absolute beginners | Kaggle
actually found the answer on Lesson 4 official topic - #360 by mmaunder