Natural Language Processing? Any computation or manipulation of natural language to get some insights into how words mean and how sentences are constructed is natural language processing. Learn with the best courses for natural language processing in 2022 and ensure that you stay ahead of the competition with all that you need to do with textual data and unstructured data, which indeed has a lot of openings in the data science world.
In this article, we’ll go over the most sought-after courses, or rather, the best courses for natural language processing in 2022, and see how they can help you get started with learning NLP at any level of your learning from beginner to advanced. Let’s go over a brief introduction to NLP and dive straight into the list of courses.
Also, read -> Complete Natural language processing guide for beginners in 2022
NLP: A brief introduction to Natural Language Processing
NLP could mean as simple as counting the words or counting the frequency of a word or finding unique words in a corpus, and then building on to find sentence boundaries or parts of speech to tag a sentence with its part of speech, parse the sentence structure, try to understand more grammatical constructs and see whether they apply for a particular sentence. Considering how most of the world’s data today, the recommendations we get, the google searches you do, your keystrokes on a keyboard, is all text data, you have to take some time to benefit from the best courses for natural language processing in 2022.
Find more about NLP here: What is Natural Language Processing?
List of the best courses for natural language processing in 2022
Applied Text Mining in Python
Among the best courses for Natural Language Processing in 2022, the first course would be the applied text mining course by the University of Michigan where the course covers the basics of NLP and gives the students the desired foundation to go about NLP and learn it in the specialization ahead and conduct a social media analysis using Python.
Find more information about the course here: Applied Text Mining in Python
Text Mining and Analytics
Text Mining and Analytics is a similar course to the one mentioned before but has more scope in terms of the analytics side of things offered in terms of text mining. These two can be the best way for you to approach NLP and not get lost in the list of the best courses for Natural Language processing later on.
Find more information about the course here: Text Mining and Analytics
Natural Language Processing Specialization
The NLP specialization is one of the best courses for natural language processing all over the world today because of the mass of content it covers and teaches students about and offers a ‘specialization’ in fact which carries additional perks on Coursera and your career.
Find more information here: Natural Language Processing Specialization
NLP – Natural Language Processing with Python
If you are willing to spend some amount and learn from Udemy, you can learn NLP practically and quicker than Coursera! This course focuses on Regex and sentiment analysis thoroughly to explain NLP to students leading it to be a part of the best courses for natural language processing in 2022.
Find more information about the course here: NLP – Natural Language Processing with Python
Machine Learning: Natural Language Processing in Python (V2)
A 22-hour course, which covers the following and undeniably is all that you will ever need in NLP.
1) Vector models and text preprocessing methods
2) Probability models and Markov models
3) Machine learning methods
4) Deep learning and neural network methods
Find more information about the course here: Machine Learning: Natural Language Processing in Python (V2)
Introduction to Natural Language Processing in Python
Data camp offers a similar course for Python fans to learn about NLP but in an introduction with advanced courses coming for a price but giving out a good amount of knowledge for an introduction in this one.
Find more information about the course here: Introduction to Natural Language Processing in Python
Advanced NLP with spaCy on Datacamp
SpaCy is one of the very few but most used libraries in advanced NLP and you can learn it from one of these courses offered by DataCamp (while there is a free course offered by SpaCy, this one has a little more content to it so check it out now!)
Find more information about the course here: Advanced NLP with spaCy on Datacamp
Introduction to Natural Learning Processing
Launched in recent times and taught by UpGrad’s amazing mentors, The introductory course to NLP is one of the best courses for Natural Language Processing simply because of the level of the introduction it provides in 11 hours. You will not need anything more than this course if you need an introduction only.
Find more information about the course here: Introduction to Natural Learning Processing
NLP Nanodegree Udacity
Udacity’s paid nanodegree programs are one of the best courses to take if you can spend some money for the essential credentials they carry. But if you want to just get the knowledge and not credentials, one of the unpaid alternatives will do just good.
Find more information about the course here: NLP Nanodegree Udacity
Advanced NLP with SpaCy on SpaCy
Offered by SpaCy itself, this free course has to be on the list of best courses for natural language processing and can teach you how to use SpaCy and conduct sentiment analysis and train a Reinforcement learning model too, all for free!
Find more information about the course here: Advanced NLP with SpaCy on SpaCy
NLP FOR ML WITH PYTHON: ADVANCED NLP USING SPACY & SCIKIT-LEARN
Skillsoft offers a good mix of NLP with Python with Spacy and Scikit learn both. This is a course worth checking out if you can spend some funds on it. It is like the best of both worlds for you.
Find more information about the course here: NLP FOR ML WITH PYTHON: ADVANCED NLP USING SPACY & SCIKIT-LEARN
Data Science: Natural Language Processing (NLP) in Python
The last one is a new course by Lazy Programmers on Udemy which covers a similar scope of things but in a very interesting way that covers applications: decrypting ciphers, spam detection, sentiment analysis, article spinners, and latent semantic analysis bringing it into the list of the best courses for natural language processing in 2022.
Find more information about the course here: Data Science: Natural Language Processing (NLP) in Python
Conclusion
The entire world of data has boomed in the last 5 years and we have been receiving more textual data day by day. Everything you type today is data and companies want to use your data to make your choices easier and their revenue better. It is in this bid, that the Best Courses For Natural Language Processing will lead you to learn about Data in the textual format and make you a data scientist specializing in textual data.
It’s pretty much impossible to work with data without having some form of text in it and to be able to derive information from raw text, is definitely something only a pro data scientist can do. If you think, you’ve got what it takes, try out one of the best courses for natural language processing and let us know what you think about the additional tool of NLP that you now have in your arsenal.
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