10 Best NLP (Natural Language Processing) with Python Courses for Beginners in 2024
Collection of best online courses to learn Natural Language Processing for beginners in 2024
If you want to learn Natural Language Processing or NLP and looking for the best online courses to learn NLP then you have come to the right place. In the past, I have shared the best courses to learn data science, machine learning, computer vision, and deep learning, and today, I am going to share the best courses to learn Natural language processing, one of the most useful branches of machine learning and AI, even so after huge success of ChatGPT, a popular Chat bot or large language model which uses NLP.
These online courses have been created by experts and thousands of developers have already joined this course to learn Natural Language Processing skills and advance in their careers. You can do the same too.
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 that 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 to the next level.
10 Best Courses to learn Natural Language Processing in 2024
Without wasting any more of your time, here are the best online courses to learn Natural Language Processing or NLP in 2024. 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 on Udemy 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 is created by none other than Jose Portilla, one of my favorite Udemy instructors and author of the most popular Python course on the planet, The Complete Python Bootcamp From Zero to Hero, and this course is no exception.
This NLP online course will teach 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 the Python programming language. 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.
Here is the link to join this best NLP course —. NLP — Natural Language Processing with Python
2. Natural Language Processing Specialization — Coursera
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 chatbot 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, algebra theory, and deep neural networks is necessary.
Here is the link to join this NLP course — Natural Language Processing
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 your money as you get unlimited certificates
3. Data Science: Natural Language Processing (NLP) in Python
This course is a bit different from the above two NLP courses and it is aimed at those who are at least fairly comfortable with Python but still completely new to Natural Language Processing.
Created by Lazy Programmers Inc, one of the best Udemy instructors on this topic, the Data Science: Natural Language Processing (NLP) course will guide you through how to use Python’s data science and machine learning 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, are 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.
Here is the link to join this course —.Data Science: Natural Language Processing (NLP) in Python
4. Hands-On Natural Language Processing (NLP) using Python
If you are looking for a hands-on course to learn NLP with Python in 2024 then this is the best course to join on Udemy. Created by Next Edge Coding this course will teach you Natural Language Processing ( NLP ) & Text Mining by creating text classifiers, article summarizers, and many more.
In this NLP course for beginners, you will learn the various concepts of natural language processing by implementing them hands-on in the Python programming language.
This course is completely project-based and from the start of the course, the main objective would be to learn all the concepts required to finish the different projects.
You will be building a text classifier which you will use to predict sentiments of tweets in real-time and you will also be building an article summarizer that will fetch articles from websites and find the summary.
Apart from these, you will also be doing a lot of mini-projects throughout the course. So, at the end of the course, you will have a deep understanding of NLP and how it is applied in the real world.
Here is the link to join this Udemy course — Hands-On Natural Language Processing (NLP) using Python
5. Natural Language Processing (NLP) in Python with 8 Projects
If you are looking for a project-based course to learn Natural Language Processing (NLP) in Python then this is the perfect course for you. Created by Ankit Mistry and Vijay Gadhave, this course have will teach you NKP by building 8 Projects.
In this course, you will learn many useful skills like
- How to implement NLP related tasks with Scikit-learn, NLTK, and SpaCy
- How to Apply Machine Learning Model to Classify Text Data
- How to do Text Classification (Spam Detection, Amazon product Review Classification)
- How to perform Text Summarization (Turn 5000 word article into 200 Words)
- How to calculate Sentiment Score from Recently Posted Tweet (Tweeter API)
You will also get a chance to refresh your Deep Learning Concepts (ANN, CNN & RNN) and build your own Word Embedding (Word2vec) Model with Keras and word Embeddings application with Google Pretrained Model.
You will also build a Spam Message Detection with Neural Network Based CNN and RNN Model, Automatic Text Generation using TensorFlow, Keras, and LSTM, and learn Data Analysis with Numpy and Pandas
Overall a comprehensive 10.5-hour-long course to learn NLP by building projects.
Here is the link to join this course — Natural Language Processing (NLP) in Python with 8 Projects
6. 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 a 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 you are interested in reading it, you can take a look at that as well.
7. 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 to 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.
Here is the link to join this course — Getting Started with Natural Language Processing with Python
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.
Alternatively, you can also use their 10-day-free-trial to watch this course for FREE.
8. Modern Natural Language Processing in Python
This is another advanced course to learn Natural Language Processing in Python. In this course, you will solve Seq2Seq and Classification NLP tasks with Transformer and CNN using Tensorflow 2 in Google Colab.
Throughout this NLP course, you will leverage the huge amount of speech and text data available online, and you will explore the 2 main and most powerful NLP applications, that will give you the power to successfully approach any real-world challenge.
- First, you will learn about CNNs to create a sentimental analysis application.
- Then you will learn Transformers, replacing RNNs, to create a language translation system.
The course also uses the latest and up-to-date technologies Tensorflow 2.0 and Google Colab — assuring you that you won’t have any local machine/software version/compatibility issues and that you are using the most up-to-date tools.
Overall a perfect course for anyone who wants to start a new career and get a strong background in NLP, adding efficient cases to their portfolio.
Here is the link to join this course — Modern Natural Language Processing in Python
10. Natural Language Processing with Machine Learning [Educative]
This 9th course in this list of best NLP courses online is a bit different than other courses because it's a text-based, interactive course from Educative, which allows you to practice in your browser. Yes, you can execute code while reading and learning right on your browser without installing and setting up any software on your machine.
In this interactive NLP course, you’ll learn techniques for processing text data, creating word embeddings, and using long short-term memory networks (LSTM) for tasks such as semantic analysis and machine translation which will give you the confidence to solve the important day-to-day NLP problems faced in the industry.
The code for this course is built around the TensorFlow framework, one of the premier frameworks for industry machine learning, and the Python pandas library for data analysis. By the way, knowledge of Python and TensorFlow are prerequisites.
This course was created by AdaptiLab, a company specializing in evaluating, sourcing, and upskilling enterprise machine learning talent. It is built in collaboration with industry machine learning experts from Google, Microsoft, Amazon, and Apple
Here is the link to join this NLP course — Natural Language Processing with Machine Learning
And, if you find the Educative platform and their Grokking courses like Grokking the System Design Interview, Grokking the Object-Oriented Programming interview then consider getting an Educative Subscription which provides access to their 100+ courses for just $18 per month. It’s very cost-effective and great for preparing for coding interviews and learning new skills.
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.
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Thanks for reading this article so far. If you find these best Natural Language Processing (NLP) online courses useful, then please share them 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.
