Master Natural Language Processing using case studies

Master Natural language Processing using Python from Beginner to super advance level using case studies

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Description

Wants to become a expert NLP engineer and data scientist?  Then this is a right course for you.

This course has been designed by IIT professionals who have mastered in Mathematics and Data Science.  We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well.


We will walk you step-by-step into the World of NLP. With every tutorial you will develop new skills and improve your understanding towards the challenging yet lucrative sub-field of Data Science from beginner to advance level.


We have solved few real world projects as well during this course and have provided complete solutions so that students can easily implement what have been taught. Case studies are explained in detail with step by step instructions. Prior Knowledge of Machine Learning and deep learning is beneficial , if not we have covered all required pre-requisites in the course itself.

We have covered following topics in detail in this course:

1) Introduction to NLP and Regex

2) Introduction to Lexical Processing

3) Advanced Lexical Processing

4) Basic Syntactic Processing

5) Intermediate Syntactic Processing

6) Advanced Syntactic Processing

7) Probabilistic Approach

8) Syntactic Processing With Real World Project

9) Introduction to Semantic Processing

10) Advance Semantic Processing Part1

11) Advance Semantic Processing Part2

12) Prereqs : Python, Machine Learning , Deep Learning

What You Will Learn!

  • Master Natural Language Processing using Python
  • Master Machine Learning on Python
  • Regular Expression
  • Lexical processing
  • Bag of words
  • tf-idf
  • Spell corrector
  • Syntactic processing
  • Grammer for English sentence
  • Stochastic parcing
  • Viterbi algorithm
  • Hidden markov model
  • CFG/PCFG grammer
  • Semantic processing
  • wordNet
  • wordVector
  • word2Vec
  • Real World Case Studies

Who Should Attend!

  • This course is meant for anyone who wants to become a Data Scientist
  • This course is meant for anyone who wants to become NLP engineer