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NLP Training in India – Best NLP Certification Course
The NLP training in India by Intellipaat will make you proficient in Natural Language Processing (NLP) modules such as speech recognition, sentiment analysis, and lemmatization. After completing it, you will work on projects and exercises based on the NLP modules. Then, you will have the capability to recognize the NLP problems, come up with solutions, and figure out the techniques that can be used to solve these problems in your daily life. We will also provide you job assistance by conducting mock interviews, updating the resume, and more, along with 24 hours of online support and interactive training sessions. On completing the course and successfully executing all the exercises and projects, you will receive an industry-recognized NLP course certification.
Key Features
- Instructor Led Training : 20 Hrs
- Exercises & Project Work : 40 Hrs
- Get Certified & Job Assistance
- Flexible Schedule
- Lifetime free upgrade
- 24 x 7 Lifetime Support & Access
About NLP Training Course
In this online NLP training in India, you will learn the latest NLP topics including speech tagging, text classification, text mining, cleaning and pre-processing, dialog systems, language modeling, POS tagging, lemmatization, and more. In addition, you will also learn the significance and use of Python’s Natural Language Toolkit (NLTK) in NLP.
What will you learn in this NLP training in India?
You will come across the following modules in this NLP training in India:
- Deep Learning architecture
- Semantic analysis
- Vector space models
- Sequence tagging
- Sentence structure
- Machine translation
- Sentiment analysis
- Text classification
Who are eligible to apply for this NLP certification in India?
Professionals and graduates who have a keen interest in NLP and want to learn in-depth about NLP can apply for this NLP training in India. However, for the below professionals, gaining an NLP certification is a must:
- Python Programmers
- Data Analysts
- Business Analysts
- Data Scientists
What are the necessary skills that you need to have before applying for this NLP training in India?
To apply for this NLP training in India, you need to have prior knowledge in Python and you should be familiar with Machine Learning and Deep Learning concepts.
Which NLP jobs are currently in demand in India?
The NLP jobs that are highly in demand in India include:
- NLP Data Scientist
- NLP Engineer
- NLP Researcher
- NLP Lead
- Senior Data Scientist
- NLP Analyst
- NLP Operations Engineer
- NLP Scientist
What is the income of NLP professionals in India?
The average income of NLP professionals with 2–3 years of experience ranges from ₹500k to approximately ₹2,000k per annum. For professionals who have about 4–8 years of industry experience in NLP, the average salary ranges from about ₹3,500k to ₹5,000k per year, which is about 10 times higher than the initial amount.
Which companies do hire NLP professionals in India?
Leading companies that hire NLP professionals in India include:
- Accenture
- HCL
- SAP India
- CBRE
- Walmart
- Swiggy
- Amazon
- American Express
- Genpact
- Fractal Analytics
- Ericsson
Why should you apply for NLP training in India?
NLP makes use of Machine Learning and AI algorithms that allow us to communicate with machines. By applying for this NLP training in India, you will become proficient in a number of AI and Machine Learning concepts. You will be capable of analyzing data, integrating numerous AI concepts in chatbots, and more. It is one of the most upcoming technologies with a lot of available job opportunities that are in demand. So, if you want to make a successful career in one of the highest demanding technologies, then you must apply for this industry-recognized NLP training in India.
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NLP Course Content
Overview of Natural Language Processing and Text Mining
Introduction to Natural Language Processing (NLP), Introduction to Text Mining, importance and applications of Text Mining, how NPL works with Text Mining, writing and reading to word files, OS Module, Natural Language Toolkit (NLTK) Environment.
Hands-on Exercise: Learning Natural Language Toolkit and NLTK Corpora, reading and writing .txt files to/from local drive, reading and writing .docx Files to/from local drive.
Text Mining, Cleaning, and Pre-processing
Various Tokenizers, Tokenization, Frequency Distribution, Stemming, POS Tagging, Lemmatization, Bigrams, Trigrams & Ngrams, Lemmatization, Entity Recognition.
Hands-on Exercise: Learning Word Tokenization with Python regular expressions, Sentence Tokenizers, Stopword Removal, Bigrams, Trigrams, and Ngrams, Named Entity Recognition, and POS Tagging.
Text Classification
Overview of Machine Learning, Words, Term Frequency, Count Vectorizer, Inverse Document Frequency, Text conversion, Confusion Matrix, Naiive Bayes Classifier.
Hands-on Exercise: Demonstration of Count Vectorizer, Words, Term Frequency, Inverse Document Frequency, Text conversion, text classification, and Confusion Matrix.
Sentence Structure, Sequence Tagging, Sequence Tasks, and Language Modeling
Language Modeling, Sequence Tagging, Sequence Tasks, Predicting Sequence of Tags, Syntax Trees, Context-Free Grammars, Chunking, Automatic Paraphrasing of Texts, Chinking.
Hands-on Exercise: Demonstration of Syntax Trees, Chunking, Automatic Paraphrasing of Texts, and Chinking.
Introduction to Semantics and Vector Space Models
Distributional Semantics, Traditional Models, Tools for sentence and word embeddings, an overview of Topic Models.
Hands-on Exercise: Embedding word and sentence.
Dialog Systems
Introduction to task-oriented Dialog Systems, Natural Language Understanding, Dialog Manager.
Hands-on Exercise: Design your own Dialog System.
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NLP Project
What projects I will be working on this NLP Training Using Python?
Project: Analyze Movie Review Data with NLP
Industry: Entertainment
Problem Statement: Perform sentiment analysis on a given dataset to analyze movie reviews
Project Description: In this project, as an NLP engineer, your job is to pre-process the data using tokenization and lemmatization and then develop an understanding of the different components of the data by identifying different parts of the speech and named entities in the text. After having a sufficient understanding of the attributes and syntactic structure of the text, perform a sentimental analysis task on the data by classifying whether movie reviews are positive or negative.
Highlights:
In this project, you will edit the dataset “Movie Reviews“, which is included in NLTK Corpus. The dataset contains multiple positive and negative reviews retrieved from the imdb.com.
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Sample NLP Video Tutorials
Natural Language Processing
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NLP Certification
The entire NLP training course content is designed by industry professionals to get the best jobs in the top MNCs.
At the end of the training program, there will be quizzes that perfectly reflect the type of questions asked in the respective certification exams and helps you score better marks in the certification exam.
Intellipaat Course Completion Certification will be awarded on the completion of Project work (on expert review) and upon scoring of at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
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Frequently Asked Questions on NLP
Why Should I Learn Natural Language Processing from Intellipaat?
Intellipaat offers comprehensive training in NLP (Natural Language Processing) Training Using Python followed by hands-on real-world projects and case studies. As part of the training, you will learn the fundamentals of Natural Language Processing, Text Classification and Processing, Natural Language Toolkit, and Sentence Structure. Upon successful completion of the training, you will be awarded the Intellipaat Natural Language Processing Certification.
As part of this online course, you will be working on real-time projects that have high relevance in the corporate world, step-by-step assignments, and curriculum designed by industry experts. This course assists you to fast track your career effortlessly. Upon completion of the online course, you can apply for some of the best jobs in top MNCs around the world at top salaries. Intellipaat offers lifetime access to videos, course materials, 24/7 Support, and course material upgrading to the latest version at no extra fees. Hence it is clearly a one-time investment for lifetime benefits.
What are the different modes of training that Intellipaat provides?
At Intellipaat you can enroll either for the instructor-led online training or self-paced training. Apart from this Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience and they have been actively working as consultants in the same domain making them subject matter experts. Go through the sample videos to check the quality of the trainers.
Can I request for a support session if I need to better understand the topics?
Intellipaat is offering the 24/7 query resolution and you can raise a ticket with the dedicated support team anytime. You can avail the email support for all your queries. In the event of your query not getting resolved through email we can also arrange one-to-one sessions with the trainers. You would be glad to know that you can contact Intellipaat support even after completion of the training. We also do not put a limit on the number of tickets you can raise when it comes to query resolution and doubt clearance.
Can you explain the benefits of the Intellipaat self-paced training?
Intellipaat offers the self-paced training to those who want to learn at their own pace. This training also affords you the benefit of query resolution through email, one-on-one sessions with trainers, round the clock support and access to the learning modules or LMS for lifetime. Also you get the latest version of the course material at no added cost. The Intellipaat self-paced training is 75% lesser priced compared to the online instructor-led training. If you face any problems while learning we can always arrange a virtual live class with the trainers as well.
What kind of projects are included as part of the training?
Intellipaat is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready. You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. Upon successful completion of the projects your skills will be considered equal to six months of rigorous industry experience.
Does Intellipaat offer job assistance?
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this we are exclusively tied-up with over 80 top MNCs from around the world. This way you can be placed in outstanding organizations like Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation part as well.
Is it possible to switch from self-paced training to instructor-led training?
You can definitely make the switch from self-paced to online instructor-led training by simply paying the extra amount and joining the next batch of the training which shall be notified to you specifically.
How are Intellipaat verified certificates awarded?
Once you complete the Intellipaat training program along with all the real-world projects, quizzes and assignments and upon scoring at least 60% marks in the qualifying exam; you will be awarded the Intellipaat verified certification. This certificate is very well recognized in Intellipaat affiliate organizations which include over 80 top MNCs from around the world which are also part of the Fortune 500 list of companies.
Will The Job Assistance Program Guarantee Me A Job?
In our Job Assistance program we will be helping you land in your dream job by sharing your resume to potential recruiters and assisting you with resume building, preparing you for interview questions. Intellipaat training should not be regarded either as a job placement service or as a guarantee for employment as the entire employment process will take part between the learner and the recruiter companies directly and the final selection is always dependent on the recruiter.
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Projects were very beneficial
Recently I completed NLP Training Using Python from intellipaat. I had a great learning experience. Projects were very beneficial for me which gave hands-on experience and also gave a sense of confidence that I’m thorough with the subject. I thank and appreciate the Intellipaat team’s effort for teaching and sharing knowledge.
Good NLP training
The NLP training courseware is detailed that covers the topic from basic to advanced level and with real-time examples. On the other hand, Intellipaat’s support team is quite excellent. Any issues are resolved within a maximum of 24 hours.
Excellent NLP training and support team was 100% responsive!
Course consultants and the NLP course trainers were very experienced. The course consultants advisedme on the most suitable courses based on my experience and technical interests. Further, I found out that the trainer was knowledgeable, patient, and explained each topic in detail.