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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.



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

Best Resources to Learn Natural Language Processing
 

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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