Best Resources to Learn Natural Language Processing in 2021

In this article, the author has listed listed all the best resources to learn natural language processing including Online Courses, Tutorials, Books, and YouTube Videos.

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By Aqsa Zafar, Ph.D. Scholar in Machine Learning & Founder at MLTUT

Do you want to learn natural language processing and looking for the Best Resources to Learn Natural Language Processing? If yes, then you are in the right place. In this article, I have listed all the best resources to learn natural language processing including Online Courses, Tutorials, Books, and YouTube Videos.

So, spare a few minutes and find out the best resources to learn natural language processing. You can bookmark this article so that you can refer to this article later.

Now without further ado, let’s get started.

Best Resources to Learn Natural Language Processing

For your convenience, I have created separate tables for each resource. So let’s start with online courses-

Note: If you are reading this article on mobile, please slide left for the full table.

Online Courses

S/N	Course Name	Rating	Time to Complete
1.	Natural Language Processing Specialization– deeplearning.ai	4.6/5	4 months( If you spend 6 hours per week)
2.	Become a Natural Language Processing Expert- Udacity	4.5/5	3 months (If you spend 10-15 hours per week)
3.	Natural Language Processing– National Research University Higher School of Economics	4.5/5	32 Hours
4.	Natural Language Processing in TensorFlow– deeplearning.ai	4.6/5	14 Hours
5.	Introduction to Natural Language Processing in Python– DataCamp	NA	4 hours
6.	Natural Language Processing with Deep Learning in Python –Udemy	4.5/5	12 hours
7.	Learn Natural Language Processing- Codecademy	NA	10 hours
8.	Data Science: Natural Language Processing (NLP) in Python –Udemy	4.5/5	10 hours
9.	NLP -Natural Language Processing with Python- Udemy	4.5/5	11.5 hours
10.	Natural Language Processing with Python Certification Course- Edureka	4.3/5	Live Class

Books

S/N	Book Name	Author	Buy/Download
1.	Natural Language Processing with Python	Steven Bird	1. Buy on Amazon 2. Download EBook
2.	Speech and Language Processing	James H. Martin \| Dan Jurafsky	1. Buy on Amazon 2. Download EBook
3.	Foundations of Statistical Natural Language Processing	Christopher Manning and Hinrich Schütze.	1. Buy on Amazon 2. Download EBook
4.	Text Mining with R	Julia Silge and David Robinson.	1. Buy on Amazon 2. EBook
5.	Taming Text	Grant Ingersoll, Thomas Morton, and Drew Farris	1. Buy on Amazon 2. Book GitHub Repository
6.	Statistical Machine Translation	Philipp Koehn	1. Buy on Amazon
7.	Neural Network Methods in Natural Language Processing	Yoav Goldberg, Graeme Hirst	1. Buy on Amazon 2. Free Sample of the Book
8.	Applied Text Analysis with Python	Benjamin Bengfort, Rebecca Bilbro, Tony Ojeda	1. Buy on Amazon 2. Download EBook
9.	Natural Language Processing in Action	Hobson Lane, Hannes Hapke, Cole Howard	1. Buy on Amazon 2. MEAP Edition
10.	Statistical Methods for Speech Recognition	Frederick Jelinek	1. Buy on Amazon

Tutorials

S/N	Tutorial Name	Provider
1.	Natural Language Processing Tutorial	TutorialsPoint
2.	Natural Language Processing	Kaggle
3.	NLP Tutorial	JavaTpoint
4.	Natural Language Processing (NLP) Tutorial	Great Learning
5.	What is Natural Language Processing?	MLTUT
6.	Basics of Natural Language Processing(NLP)	Analytics Vidhya
7.	Natural Language Processing Tutorial	Guru99
8.	NLP Tutorial AI with Python	DataFlair
9.	What Is Natural Language Processing?	Machine Learning Mastery
10.	Natural Language Processing With Python’s NLTK Package	Real Python

YouTube Videos

S/N	Tutorial Name	Channel Name
1.	Natural Language Processing -Stanford University [FULL COURSE]	Artificial Intelligence – All in One
2.	Natural Language Processing	Krish Naik
3.	Natural Language Processing	Intellipaat
4.	NLP for beginners	Great Learning
5.	Natural Language Processing (NLP) Tutorial with Python & NLTK	freeCodeCamp.org
6.	Natural Language Processing Full course	CS Lesson
7.	Computer – Natural Language Processing	nptelhrd
8.	Natural Language Processing Explained	Edureka
9.	Natural Language Processing (NLP), Part 1	MIT OpenCourseWare
10.	Natural Language Processing with TensorFlow 2	freeCodeCamp.org

And here the list ends. I hope these resources will definitely help you to learn and master natural language processing. I would suggest you bookmark this article for future referrals. Now it’s time to wrap up.

Conclusion

In this article, I tried to cover all the best resources to learn natural language processing from online courses to YouTube videos. If you have any doubts or questions, feel free to ask me in the comment section.

All the Best!

Enjoy Learning!

Bio: Aqsa Zafar is a Ph.D. scholar in Data Mining, researching the topic "Depression Detection from Social Media via Data Mining." Aqsa is also a blogger and writes content about Data Science & Machine Learning at www.mltut.com. Aqsa is trying to help people by sharing knowledge and experience in the Machine Learning & Data Science field.

Original. Reposted with permission.

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