Imagine if you could have a proper conversation with a machine in her native language. Well, not precisely like the terminator but yeah, having a friend sort of machine? Yes, it is possible! The future is here. Natural Language Processing is the mother of Artificial intelligence. Technically, it uses computational and mathematical methods to analyze the human language to facilitate interactions with machines using conversational language. Siri, Alexa uses NLP to answer or google search your question. It is still a developing concept and requires great knowledge to improve the skill. But the present NLP can understand human emotions easier, it can sense if the conversation is happy, sad, joyous, angry, or annoyed.
According to a study by Tractia, the market opportunity for NLP is expected to grow to $22.3 billion by the end of 2025. So it is the right time for you to learn the skill and have a successful career in the future. If you’re considering a profession in Natural Language Processing (NLP), you might want to think about pursuing a verified certificate.
Do you want to learn how to bridge NLP and have an awesome occupation and payroll? You have come to the right place. After in-depth research on NLP, I have curated down the top 10 courses on NLP which are available online. It is accessible if you belong to any part of the world. So let’s get into it!
1. NLP – Natural Language Processing with Python by Udemy
Jose Portilla is one of the most renowned instructors on Udemy. He is the Head of Data Science in Pierian Data Inc. if you pick this course, you will have a piece of in-depth knowledge on learning to use Machine Learning, Spacy, NLTK, SciKit-Learn, and Deep Learning. It is an 11hour self-paced program with 80 lectures and 9 sections overall. The disadvantage of this course is generally, Jose does not provide exercises to learn python.
This course is highly recommended for beginners who have a general understanding of python. From this course, you can also learn about Stemming and Lemmatization.
2. Natural Language Processing with Python by Coursera
With a collaboration of renowned instructors all around the world, this course gives a systematic understanding of NLP and also will help you to shift from basic to advanced programmer. The course is highly acknowledged for its practical classes which will help you to build your own conversational chat-bot that will assist with search on the StackOverflow website.
It is an advanced level course which goes on to 32hours. The course is offered by HSE University which is one of the top research universities in Russia. There are plenty of assignments to tune your skills in NLP.
3. Natural Language Processing with Deep Learning by Stanford University
Offered by Stanford University, this course is a comprehensive beginner NLP course which is instructed by Stanford’s best minds. This course is cutting-edge research in Deep Learning for NLP. There is a requirement of having proficiency in python to enroll in this course.
There are five weekly assignments, which will improve both your theoretical understanding and your practical skills. Moreover, there is a final project after the lectures which comprehends nearly 43% of the course. Students may do final projects solo or in teams of up to 3 people. The Head instructor is Chris Manning who is famous for his plethora of books on machine learning and NLP.
4. From Languages to Information by Stanford University
This is another comprehensive course offered by Stanford University. It is instructed by Dan Jurafsky, a renowned faculty from Stanford. The advantage of taking a course from universities like this is, you can have interactive classes with the professor and this is not some pre-moduled courses.
The course is taken only on Tuesday and Thursday on the time period of 2:30-3:50 pm. Moreover, the Course is asynchronous and no attendance will be taken. They also offer weekly quizzes and programming homework to improve our problem-solving ability in NLP. There are two midterm examinations during the duration of the course.
5. Natural Language Processing by University of Washington
Offered by the University of Washington (Department of Computer Science & Engineering), the course is an extensive engaging program on the NLP. The course is instructed by Yejin Choi who is a distinguished professor at the University of Washington, with wide-ranging knowledge on Natural Language Processing, Machine Learning, and Artificial Intelligence.
The grade will consist of homework which has 1 written homework & 4 programming exercises. The homework comprehends 50% of the course module. They also provide an in-class workbook and course/discussion board participation. The final project of the course encompasses 30% of the course and it can be pursued as group projects too.
6. Data Science: Natural Language Processing (NLP) in Python by Udemy
This course is a bit different from the usual Udemy NLP courses because even if you’re least fairly comfortable with python language, this course will guide you through their 10hours self-paced program. The course is created by Lazy Programmer Inc. which is one of Udemy’s best instructors on Artificial intelligence and machine learning engineering.
The course primarily focuses on studying decrypting cyphers, spam detection, sentiment analysis, article spinners, and latent semantic analysis. The cost of the course is $60.42 which is moderately economical. If you complete this course you will learn to write your own cypher decryption algorithm using genetic algorithms and language modelling with Markov models.
7. Hands-On Natural Language Processing (NLP) using Python by Udemy
If you’re looking for a course that is freshly updated and new, this is the right course for you to learn NLP. The course costs 61 dollars. The course will not only help you to learn NLP but also helps you develop your skill in Text Mining by creating a text classifier and article summarizer which will help you fetch articles from websites and find the summary.
It is an 11hour self-paced program that has 11sections with 93 lectures. The course is an intermediate-level program that requires the students to have a knowledge of the Concept of Object-Oriented Programming, python, and matrix operations.
8. Natural Language Processing (NLP) in Python with 8 Projects
This course is unique from the other NLP courses because the approach taken on this course is completely based on projects and not lectures. The following projects are based on Natural Language Processing Python, Machine Learning, Deep Learning, SpaCy, NLTK, Sklearn, and CNN.
The course is very simple and straightforward. If you are always wondering how Google Translate actually translates hundreds of pairs of different languages into one another, this course has the answer for you. The course is instructed by a good set of talented professors out of one is the top-rated instructor Ankit Mistry, a noted Software Developer.
9. Applied Natural Language Processing by UC Berkeley
The Applied Natural Language Processing program is offered by one of the top-notch universities in the United States, UC Berkeley. Located in South Hall, the university has been providing intensive online courses on many topics.
This course examines the use of natural language processing as a set of methods for exploring and reasoning about the text as data. The advantage of this course is, the university offers free E-library books of great authors who have written their masterpieces on NLP. This is an applied course; each class period will be divided between a short lecture and in-class lab work using Jupyter notebooks. The course’s 50% grading is the final project which includes presentation, midterm report, and literature review.
10. Getting Started with Natural Language Processing with Python by Pluralsight
Offered by Pluralsight, this course is empowering developers to create a system able to understand complex language. This course is absolutely for beginners who want to learn NLP right from scratch. The only disadvantage of this particular course is, it is not regularly updated. The last update from 2016. NLP is a dynamic subject with greater scope.
The course is instructed by Swetha Kolalapudi who is a renowned alumnus of IIT and IIM from India. In a nutshell, this course teaches you to take raw text data and deriving insights value from the processing text data using standard techniques in Natural Language Processing and Machine Learning.