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Why Join Data Folkz’s Specialization in Natural Language Processing?

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Comprehensive Curriculum

Build strong foundation in Product Management and Analytics

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Blended Pedagogy

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CURRICULUM

The curriculum of Specialization in Natural Language Processing helps students in mastering state-of-the-art Natural Language Processing techniques through practical applications and interactive learning.

Module 1 - Natural Language Processing I

Intro to NLP

This module will talk about what exactly Natural Language Processing is and why there is a need to utilise it in Big Data. In addition to this, this module will emphasise the applications of NLP and how to deal with unstructured data. Moreover, we will be discussing the life cycle of NLP and the tools for NLP, along with the libraries used for NLP.

Module 2 - Nuts & Bolts of NLP

Text Preprocessing

In this module, we are going to learn about text normalising, Stop words removal, Stemming, Lemmatization, Tokenization, Text standardisation, and exploratory data analysis.

Feature Engineering

The Feature Engineering module will talk about One hot encoding, Count vectorizer, and TF-IDF vectorizer.

Module - Natural Language Processing II

Part of Speech

In this sub-module, we will be pondering upon Part of Speech tagging, NER, topic modelling, and text classification.

Natural Processing Language and Deep Learning for NLP

This is going to be a comprehensive sub-module as we will learn about the sequence-based model along with gradients such as the Vanishing Gradient and Exploding Gradient. We will pour some light on the idea behind Recurrent Neural Networks, Long Short-Term Memory, Gated Recurrent Unit GRU, and Batching Sequence Models. We will learn about text classification using deep learning approaches such as RNN, CNN, LSTM, and Bi-directional LSTM, and information retrieval using word embedding. The module will also involve the prediction of the next word or sequence of words using LSTM in Natural Language Generation. It will cover Transformers and BERT and text summarization using an LSTM encoder and decoder too.

Tools and Platforms Covered

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FRAMEWORKS COVERED

Testimonials

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user

I just finished my online NLP course offered by Data Folkz, and this has helped me a lot in building my career in the field. I would recommend this program to anyone who is planning to make a positive change in their life.

Akash Gupta
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user

The new online program offered at Data Folkz is extremely helpful and detailed, and its visual covering made the training a lot easier for me. A detailed explanation of each and every topic was certainly a good way to keep the learnings in mind. This new training in NLP is advanced, and it has got what other programs don’t have.

Shashank Tomar
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user

I heard about this course from a friend. After finishing the program, she performed exceptionally well. She and I don't quite match up. She has a degree in mathematics, whereas I have a business and linguistics background. Additionally, I have no background in programming or data science. The program permits laying the groundwork first. The curriculum is fairly intense.

Shraddha Sharma - Accenture

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The Data Folkz Advantage

Learn from a comprehensive curriculum taught by world-class faculty. Get guidance on your learning journey, and access dedicated career support.

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DESIGNED FOR WORKING PROFESSIONALS

Online with personalised mentorship

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icon Build hands-on skills with projects guided by experts
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STRUCTURED PROGRAM WITH GUIDANCE

Networking and Program Support

icon Dedicated program manager to solve your queries
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Career Transition

Build your career in a field that is demanded by almost every industry and the skillful individuals who are required to fulfill the vacancies. Give your career the boost it requires with Data Folkz.

author
Shashank Tomar NLP Specialist

NLP Specialist

The new online program offered at Data Folkz is extremely helpful and detailed, and its visual covering made the training a lot easier for me. A detailed explanation of each and every topic was certainly a good way to keep the learnings in mind. This new training in NLP is advanced, and it has got what other programs don’t have.

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author
Shashank Tomar NLP Specialist

NLP Specialist

I lacked a strong statistical foundation before I began this program. I was able to secure a job well before graduation thanks to the industry-level data analytics knowledge I acquired in a few months. It is difficult labor; there is no way to sugarcoat it. It might, however, be the best investment I've made in my professional life.

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img 55% Average Salary Hike
img 45 LPA Highest Salary
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Programme Fee - Indian Residents - ₹ 10,000 (incl. taxes)

*Starting at Rs 918 /month* No cost EMI options available..

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Empowering learners of tomorrow

Over 2,300 students have completed this course and started working at their dream job, whats stopping you?

What are the Benefits of this Program from Data Folkz

  • icon Cutting-Edge Curriculum Designed by Industry Experts & Experienced Faculty
  • icon Dual Alumni Status from IIIT Bangalore & LJMU, UK
  • icon Career Transition with an average 50% Salary Hike
  • icon Hiring Opportunities from Flipkart, Microsoft, PwC, Genpact, and More

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FAQ's

Who should do the Specialisation in NLP?

Any student who intends to analyse massive quantities of unstructured and text-heavy data in the future must consider doing the Specialization in NLP program at Data Folkz. If you are interested in learning how to design NLP applications that are able to perform question-answering and analysis, create tools for language translation, chatbots, and summarise texts.

Is there any advantage to pursuing the Specialisation in NLP?

Yes, NLP is one of the most widely applied areas of machine learning and is important in effectively analysing huge quantities of data that are heavy and unstructured. The demand for skilled professionals in building models that are capable of analysing language and speech, uncovering contextual patterns, and producing insights from audio and text will increase as AI continues to grow.

What skills will this program equip me with?

Following the completion of the program, you will be learning machine translation, attention models, transformers, sentiment analysis, vector space models, word2vec, word embeddings, and locality-Sensitive Hashing. In addition to this, you will learn state-of-the-art NLP techniques to process speech and analyse text.

Are the sessions recorded or live?

The sessions are going to be live, and you will be training under the mentorship of IIT-Alumni and industry leaders who are backed by years of experience in the field. The material of the course will be provided to you for a lifetime so that you can access it anytime and anywhere.

Will I be getting any certification at the end of the Specialisation in NLP?

Yes, this is an ISO-certified program, following the completion of which you will be getting a highly valuable certificate. We provide a career-oriented training program that is aimed at assisting you in securing jobs in the field of data science.