Tuesday, July 14, 2020

Top 5 Courses to learn Natural Language Processing (NLP) in depth - Best of Lot

Hello folks, If you're considering a career in Natural Language Processing (NLP), you might want to think about pursuing a verified certificate. As you may know, NLP is a computer science discipline that focuses on teaching computers to decipher and process the data that comes from human languages, which is unstructured and inconsistent. By going through a certificate program, you can really dive deep into the subject matter without having to go back for a full degree. Instead, you'll gain more in-depth skills and knowledge to help you reach your goals in the field.

Luckily, there is a handful of courses offered by distinguished individuals or companies like Microsoft can teach you various aspects of NLP, including deep learning, machine learning, and artificial intelligence. By finishing one of the following courses, you can learn basic and advanced NLP principles to take your projects into the next level.


5 Best Courses to learn Natural Language Processing  in 2020

Without wasting any more of your time, here are the best online courses to learn Natural Langauge Processing or NLP in 2020. These are the best courses from sites like Udemy, Coursera, and Pluralsight. These are really great online courses that have been created by experts like Jose Portilla and trusted by thousands of developers.  You can join one or two courses from this list to start your NLP journey online.


1. NLP - Natural Language Processing with Python - Udemy

This is an excellent course on Natural Language processing for those who are looking to know the basics of how NLP is applied to Python. Using Python and Natural Language Tool Kit, you will be presented with practical approaches and hands-on experiences with how human texts can be used to gather comprehensible data.

This course teaches you how to properly use Natural Language Tool Kit to do various things, including load and manipulate text data, formulate solutions from text-based problems, and apply the right solutions methods (like whether to use classification techniques and/or sentiment analysis) for appropriate situations.

To enroll, you'll need to have a basic understanding of Python. There is a bunch of courses on the internet, free or paid, that can get you started to learn the basic of the programming language quickly.


Top 5 Courses to learn Natural Language Processing (NLP) in depth - Best of Lot




Various tasks in NLP, either basic or advanced, are covered here, ranging from sentiment analysis to dialogue state tracking. Once you are finished with the course, you will be expected to understand how NLP tasks are integrated into daily activities and determine which technologies work best in a certain scenario.  

This course is also part of Advanced Machine Learning Specialization and completing this course will count towards that certification. Furthermore, the course will guide you on creating your own messaging chat-bot that can recognize text classification, duplicates, and named entities.

Furthermore, deep learning and traditional components of NLP are discussed and used. Natural Language Processing will not only teach you about the surface of NLP but rather, in-depth skills, to help you grasp what's happening inside.

Unfortunately, this course is not for newbies. An adequate understanding of machine learning, linear probability, and algebra theory, and deep neural networks are necessary.

And, if you find Coursera courses and certifications useful then you should also join the Coursera Plus, a subscription plan from Coursera which provides you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. It cost around $399/year but its complete worth of your money as you get unlimited certificates

best course to learn natural language processing in Coursera




3.Data Science: Natural Language Processing (NLP) in Python - Udemy

Different from above, this course is aimed for those who are at least fairly comfortable with Python but still completely new to Natural Language Processing. Data Science: Natural Language Processing (NLP) will guide you through how to use Python's numerical libraries, including Matplotlib, Numpy, Scipy, and more as a component to build practical systems using NLP.

Apart from what NLP is and its usage, a handful of useful algorithms are also taught and introduced. One of these is the sentiment analysis algorithm frequently used to predict the stock market.

Other algorithms include cipher decryption, which has practical applications in espionage and warfare, and spam detector algorithm that, needless to be said, helpful to detect spams. There are other kinds of NLP tools that should be able to get your feet wet on the field.

To put it simply, the course will push you to understand and build things, not just how to use stuff that is already available.


best Udemy course to learn natural language processing  in depth




4. Data Science for Executives - edX

Data Science for Executives is the perfect course for professionals who are not directly involved in data science or computer programming in general.

This course, delivered by a team of instructors from Columbia University, teaches you the fundamental method of how analyzing great amounts of data can be smoothly done using NLP by extracting information from books, articles, YouTube videos, Twitter feeds, and the likes.

Apart from NLP, this course will also give you insight into how the Internet of Things (IoT) can potentially transform the way people live in the future and what are the major components needed to realize it.

The ground methods applied by data scientists, including conditional probability, statistical thinking, and machine learning, will also be explained to give general understanding. There is also a book of the same title, Data Science for Executives: Leveraging Machine Intelligence to Drive Business ROI just in case if you are interested in reading, you can take a look at that as well. 

book to learn data science for executives




5. Getting Started with Natural Language Processing with Python

Seeing that NLP is one of the most essential technologies in this day and age, Pluralsight provides a nice course empowering developers to create a system able to understand complex language.

The course will guide learners to a comprehensive overview of Natural Language Processing and different principles & methods around it, including machine learning and artificial intelligence.

In the lessons, you will be introduced with various NLP aspects such as Deep Semantic Similarity Models (DSSM), Vision-Language Multimodal Intelligence, and Statistical Machine Translation as well as the utilization of them in a real-world project.

Btw, you would need a Pluralsight membership to watch this course which costs around $29 per month or $299 per year (14% discount). If you don't have this membership I highly suggest you get one to accelerate your learning. This subscription provides access to more than 7000+ online courses on the latest technology including Data Science and Machine learning.

They are also offering a 33% discount now, which means you can grab the personal Pluralsight subscription in just $199, you can also renew your subscription if you already have one and want to make use of this huge discount.  Alternatively, you can also use their 10-day-free-trial to watch this course for FREE.


best Pluralsight course to learn natural language processing  in depth


That's all about the best course to learn Natural language processing or NLP. If you are learning NLP then you can join one of these courses to learn these useful topics in a more structured and systematic way.  If you are hungry for more resources, here are some more Data Science, Machine Learning, and Artificial Intelligence courses and books you may find useful.

Thanks for reading this article so far. If you find these Natural Language Processing (NLP)  online courses useful, then please share it with your friends and colleagues. If you have any questions or feedback, then please drop a note.

P. S. - If you are serious about learning  Natural Language Processing but can't afford these courses and instead of looking for a free online training course on NLP then you can also check out Introduction to Natural Language Processing by Analytics Vidhya on Udemy. This is a completely free course and you just need a free Udemy account to join this course.

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