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- Online Natural Language Processing Courses
Can machines understand your language? How do Google and Alexa get your words? Are they able to understand the context? Will they be able to? This is where Natural Language Processing comes in. An expanding field which goes hand in hand with artificial intelligence, it has changed the way of interaction between humans and machines. In this information age, data is getting accumulated in enormous proportions. With the advent of Artificial Intelligence, computers do not just follow instructions. They are being programmed to evolve themselves. While computers can handle numerous tasks with ease, they still require a little help when it comes to human languages with hundreds of different languages and dialects, all with their own set of grammar rules, slang, terms, and syntax. There are many paid and free natural language processing courses online offered by top online learning platforms and universities worldwide.
What is Natural Language Processing?
The term Natural Language Processing is an interdisciplinary field focussing on linguistics, computer science, and artificial intelligence. It is concerned with human interactions with computers. The aim is to find the best ways to program computers so they can process and analyse vast amounts of natural language data (human speech with its subtleties, contextual nuances, and more). Thus computers can get clear data and provide insights. The challenges that natural language processing is facing are natural language understanding, natural language generation and speech recognition.
Also Read: Free Artificial Intelligence And Machine Learning Courses & Certifications
Who can pursue Natural Language Processing courses?
- Your mathematical and linguistics intelligence is high and you wish to explore them both
- You love to code and you love to design better things.
- You are in college (computer science,/ computer applications) and can see the vast horizon filled with opportunities in the field.
- You are a professional (Artificial Intelligence, Machine Learning, Software Development, and more) and know its pertinent to bridge any gaps that you might have
If this is you, then NLP courses and certifications are for you.
Eligibility Criteria for Natural Language Processing Courses
Natural Language Processing is a vast field, combining computer science, AI, machine learning, shell scripting, data structures, linguistics, mathematics, statistics, linear algebra, calculus, and others. These are used in various aspects of NLP. For practical use of the existing tools in NLP, you can manage without many of the aforementioned things. However if your aim is research, or delving deep into what is going on inside these tools, then you will need some advanced mathematics, an understanding of data structures, and more.
Thus NLP courses are more suited for those with a computer science and mathematics background.
For UG in such courses, (B.Tech in Artificial Intelligence, B.Tech Computer Science, BCA, and B.Sc.), you must pass 10+2 in the science stream with a minimum passing percentage.
For advanced degrees (M.Tech, MCA, M.Sc.), you must have a bachelor’s (B.Tech, B.Sc. BCA) in the relevant field.
You can also opt for the best NLP courses online and artificial intelligence certification programs as well.
Entrance Exams
Important Skills for Natural Language Processing courses
- Programming skills (Java, Python, C++ )
- Linear algebra, statistics and probability
- Patience to build and modify the programs
- Soft skills
- Logical and analytical skills
- Time Management
- Focus
Also Read: Top providers offering Natural Language Processing courses and certifications
What will you learn in Natural Language Processing courses?
The job market in software demands exceptional talents in Natural Language Processing. So the aim of the NLP courses is to teach the student about NLP using machine learning approaches. It will cover linguistics fundamentals (semantics, syntax, and more), key algorithms for inference, and machine learning models (sequence taggers, deep learning models, and classifiers) Here are more details about various concepts learned in Natural Language Processing courses.
- Natural Language Processing
- Text Processing
- Tagging parts of speech with hidden Markov Models
- How to design software that embeds algorithms, extracts text features and modelling
- Deep Learning Attention and Information Retrieval from systems
- Voice Interface
- Speech Recognition
- Alexa History Skill
- Frequency of distribution
- Python
- Programming Value Decomposition
- Latent Semantic Analysis
Popular Natural Language Processing certification courses
As you have already read how crucial it is for computers to communicate effectively with humans, you might think that such a skill (NLP) requires an extensive degree. But you are wrong, if you already have the programming and mathematical knowledge then these Natural Language Processing certification courses will fit you just fine. Within a few months, you can become a pro. Here are our picks for some of the best Natural Language Processing certification courses.
Course | Offered by | Duration | Fees |
Vskills | Self-paced | Rs 3,499/- | |
DataMites | 3 months | Rs 35,000/- | |
3 months | Rs 1,197/- | ||
3 weeks | Rs 17,795/- |
Career Opportunities after Natural Language Processing Courses
Machine learning engineer
You deploy different models to achieve business objectives through model development. You analyse Machine learning algorithms as well as train models and tune their hyperparameters. You do routine checkups and come up with strategies to overcome errors in the models
Natural Language Processing Engineer
You design and develop NLP systems for your clients. You define appropriate datasets for language learning. You implement the correct algorithms and tools for different NLP tasks. You also train the developed model and evaluate it based on practical run.
Natural language processing (NLP) comes from an amalgamation of computer science, Information sciences, AI, and linguistics. NLP focuses on the interaction between computers and human languages.
Other careers
Salary Trends
Learning NLP can take you to the top of the market. It is not only an additional asset for IT professionals but also a stand-alone one which can reap high remunerations. And this applies on a global level. Here is a list of professions related to Natural Language Processing along with their compensations. Mentioned below are some popular job roles with their salaries in India.
Salaries based on job profiles
Profession | Average Salary p.a. |
Machine Learning Engineer | Rs 744,260/- |
NLP Engineer | Rs 815,920/- |
Data Scientist | Rs 875,139/- |
Software Engineer | Rs 610,234/- |
**Source of Salary Details: Payscale, Glassdoor
Note: The given salary details may vary depending on experience, skills, company, location etc.
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Scope after Natural Language Processing courses
The global market of artificial intelligence is expected to reach 118.6 billion dollars by 2025 and along with it the prominence of NLP, Robotics and Automation, and Machine Learning. NLP especially is crucial as machines should be able to effectively communicate with humans. Natural Language Processing helps in speech recognition, text analytics, and others, helping the world of automation become more and more of a reality. So you will find all industries favourable to you both in the country as well as overseas.
Top Recruiters
- IBM
- Tesla
- Byju's
- Reliance Jio
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FAQs
Q. What is the future of Natural Language Processing?
A. Imagine a world where there is no more progress as the machines have come to a point where they can execute most tasks but cannot understand the nuances of human interactions. NLP solves that issue.
Q. Does NLP courses require knowledge in coding?
A. If you want to benefit from NLP, then you don’t need to. But having a working knowledge of the field, you should be familiar with programming. (e.g: Python)
Q. Are Natural Language Processing courses expensive?
A. Not at all. Most Natural Language Processing courses online are free of cost. The paid NLP courses can range from a few thousand rupees to well below Rs 50,000/-.
Q: How long would it take me to complete Natural Language Processing courses?
A: You will be able to complete most Natural Language Processing courses within the span of a few months, at the most.
Q: What are some of the best applications of Natural Language processing?
A: Here are some of the best applications of Natural Language Processing include Text Analytics, Autocorrect and Autocomplete, Targeted Advertising, Survey Analysis, Chatbots, Hiring and Recruitment, Language Translator, and Social Media Monitoring.
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