NLP Training Using Python

Intellipaat NLP Training Using Python and NLTK is designed by leading AI experts. By enrolling in this NLP course, you will become proficient in text processing and classifying texts using the Machine Learning algorithms. Also, you thoroughly understand concepts such as Natural Language Processing, Text Mining, Text Classification, Tokenization, Lemmatization, Sentence Structure, Sequence Tagging, Language Modeling, and more using Python's Natural Language Toolkit (NLTK). Further, you can design your own text classifier with the help of practical demonstration sessions conducted at the end of each module in this NLP certification training.

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

This NLP Training and certification course will allow you to master all the core concepts of Natural Language Processing. Basically, you will learn about NLP and gain a wealth of hands-on experience using Python. This online Natural Language Processing course is a complete package of theory and practical sessions where you can apply your learning in real-time exercises. You will learn about Text Processing, Text Classification, Tokenization, Text Mining, Lemmatization, Sentence Structure, Sequence Tagging, and Language Modeling, POS tagging, efficient usage of Python’s regular expressions, and Natural Language Toolkit.

What will you learn from this NLP Training?

This NLP certification course is developed to make you an expert in NLP using various machine learning and deep learning algorithms. You will be introduced to the concepts of natural language processing with Python and Natural Language Toolkit (NLTK). A few of the many topics that you will become proficient in are as follows:

  • Text Classification
  • Natural Language Processing
  • Text Mining, Cleaning, and Pre-processing
  • Sentence Structure
  • Language Modeling
  • Sequence Tasks
  • Vector Space Models and Semantic Analysis
  • Natural Language Toolkit
  • Dialog systems

Who should enroll for this NLP course?

This NLP certification course is suitable for the following professionals:

  • Who knows to program
  • Python developers
  • Business Analysts
  • Data Scientists
  • Analytics managers or team leads
  • Anyone who is interested in learning Text Mining techniques

What are the prerequisites for taking up the NLP Training?

The candidate must be proficient with Python programming language and have a basic understanding of Machine Learning.

Why should you take Natural Language Processing course?

According to Indeed, the average salary of an NLP professional is around US$138,680/year.

NLP market is speculated to grow to US$26.4 billion by 2024 with CAGR of 21%.

One of the principal disciplines of AI, Natural language processing is used to solve uses analysis tools to read data from large amounts of natural language data to arrive at meaningful conclusions. It involves using the ML algorithms to recognize, categorize, and extract natural language rules to transform unstructured language data into a form that computers can understand.

Now, the current job openings are quite high w.r.t its supply. Therefore, by enrolling yourself in a substantive NLP course, you will become eligible to apply for such high paying jobs.

Is it difficult to learn NLP?

In the field of AI, NLP is one of the most complex areas requiring specific expertise. Since this is one of the most difficult problems to solve, it is also one of the highest-paying jobs. However, by registering for an NLP course (such as Intellipaat’s NLP training), you can easily learn this difficult subject, which covers all core topics and gives you the opportunity to work on a variety of practical projects. This way, you can not only learn but also use your knowledge to solve real-world business problems.

What is the future scope of NLP? Can enrolling in an NLP course help me find a job?

If you belong to IT, you must be aware of the fact that AI is the future. Now NLP is a fusion of ML, AI, and linguistics that enables us to communicate with machines! If you learned this interesting topic, you can easily harness unstructured data, perform sentiment analysis, integrate BI into chat bots, create your own personal assistant, and more.

This area is undoubtedly one of the most profitable areas and entails high pay, a high level of learning. To shape your future in this field, you should choose industry-recognized NLP training.

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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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Sample NLP Video Tutorials

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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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NLP Review

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  1. Profile photo of Jayesh Modi Jayesh Modi 

    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.

  2. Profile photo of Samar Jain Samar Jain 

    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.

  3. Profile photo of Kiran Kumar Kiran Kumar 

    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.

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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