Hi Terseer,
There are many paths into NLP anymore.
Java, Swift, JavaScript and many others have been developing NLP tools over the years. However it would be hard to deny that Python offers a huge variety of powerful tools. The ecosystem around Python NLP is truly tremendous. SpaCy, fastai, Tensorflow. While implementations may be written in other languages, their Python wrappers are really amazing.
Happy parsing!
Cole