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Natural Language Processing with Python Certification Course ( L076 )

4.5 + (25,859) Students Ratings

IQ Training’s Natural Language Processing with Python course is designed in such a way that it will help you gain comprehensive knowledge of text processing to classifying texts by using Machine Learning algorithms. This course deals with various concepts such as Tokenization, Stemming, Tagging, Named Entity Recognition and so on by using the NLTK package of Python. After the end of this course, you will understand everything to build your own text classifier by using a Naive Bayes algorithm.

Course Price :

₹18,418
₹20,464
10%
off
Available

Live Instructor

Self Paced

Think Bigger Advantage

Live Online Classes

All our Classes are Live Instrucotor led online sessions. You can attend at the comfort of your place and Login to our Classes.

LMS (Learning Management System)

LMS will help you to organize your all training material, session videos and review at later date. You can access LMS anytime and review your completed classes. If you miss any class, then you can review the missed class in LMS.

Flexible Schedule

For some reasons, you can not attend the Classes, we can enroll you in the next possible classes. we assure flexibility in class schdules.

Lifetime Access to Learning Platform

You will get Lifetime free access to LMS(Learning Mangement System) You can access all Videos, class room assignments, quizzes, Projects for Life time. You will also get free video sessions for Life time.

Highest Completion Rate

We have the highest course completion rate in the Industry. If you miss a class, you can opt for the missed class in different batch. We assure you the best training possible for you to succeed.

Certificate of Completion

We provide you the Industry recognized Certification of Course completion This certificate will sometimes helps you to get reimbursement of training expenses by your company.

Training Scheule
Batch Start Date Days of Training Weekday/ Weekend Timings
20-Mar-2020 Available SAT & SUN (3 WEEKS) Weekend Batch 09:30 PM - 12:30 AM (EST)
 
 
 
 
 

Course Curriculum

Learning Objectives: This module helps you understand about text mining and the ways of extracting and reading data.

Topics:

  • Text Mining Overview
  • The Need for Text Mining
  • Natural Language Processing in Text Mining
  • Text Mining Applications
  • OS Module
  • Reading and Writing to text and word files
  • NLTK Environment set up process
  • Accessing the NLTK Corpora

Hands On:

  • By using NLTK downloader Install NLTK Packages
  • Access your operating system by using the OS Module in Python
  • Reading & Writing .txt Files and .docx files from/to your Local
  • Working with the NLTK Corpora

Learning Objectives: By using NLTK, you will understand different ways of text extraction and cleaning in this module.. 

Topics:

  • Tokenization and its types
  • Frequency Distribution
  • Bigrams, Trigrams & Ngrams
  • Stemming
  • Lemmatization
  • Stopwords
  • POS Tagging
  • Named Entity Recognition

Learning Objective: In this module, by using NLP and the rules of English grammar, you will understand how to analyze a sentence structure using a group of words to create phrases and sentences. 

Topics:

  • Syntax Trees
  • Chunking and Chinking
  • Context Free Grammars 
  • Automating Text Paraphrasing

Learning Objective: This module deals with text classification, vectorization techniques, and processing by using  scikit-learn.

Topics:

  • Machine Learning: Brush Up
  • Bag of Words
  • Countvectorizer
  • Term Frequency
  • Inverse Document Frequency

Learning Objective: This module helps you to build a Machine Learning Classifier for text classification. 

Topics:

  • Conversion of text to features and labels
  • Multinomial Naive Bayes Classifier
  • Leveraging Confusion Matrix

Goal: Here, you will understand the classification of sentiment on movie rating Dataset. 

Objective: By the end of this project, you should be able to:

  • Implement text processing techniques starting from tokenization
  • Demonstrate your end to end work on Text Mining
  • Implement Machine Learning with Text Processing

 

Hands-On:

  • Sentiment Analysis
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Structure your learning and get a certificate to prove it.

Course Details

After completing this Natural Language Processing course, you will be able to:

  • Understand the basics of NLP in the most popular Python Library: NLTK
  • Learn techniques to modify file types.
  • To master the text processing by using I python notebooks.
  • Understand the role of an NLP Engineer. 
  • Learn about Bag of Words Modelling and Tokenization of Text.
  • Use n-Gram Models to model and analyze the Bag of words from Corpus
  • Learn about converting text to vector using word frequency count, tf-idf etc.
  • Learn about Latent Semantic Analysis and its usage in the processing of context-aware Semantic Content.
  • Work with real-time data
  • Learn in detail about Sentiment Analysis one of the most interesting applications of Natural Language Processing
  • Gain expertise to handle business in future, living the present

Following are the professionals who can opt for NLP Training

  • Technical architect/lead
  • Developers who aspires to become ‘Data Scientist'
  • Analytics Managers 
  • Business Analysts 
  • 'Python' professionals (To design automatic predictive models on text data)

The following are the prerequisites for this NLP course 

  • Python programming 
  • Knowledge on Machine Learning concepts.

Natural Language Processing with Python Certification Course Ceritficate

Natural Language Processing with Python Certification Course Reviews

25,859

Total number of reviews

4.5

Aggregate review score

80%

Course completion rate

Natural Language Processing with Python Certification Course Features

Live Online Classes

All our Classes are Live Instructor led online sessions. You can attend at the comfort of your place and Login to our Classes.

LMS (Learning Management System)

LMS will help you to organize your all training material, session videos and review at later date. You can access LMS anytime and review your completed classes. If you miss any class, then you can review the missed class in LMS.

Flexible Schedule

For some reasons, you can not attend the Classes, we can enroll you in the next possible classes. we assure flexibility in class schedules.

Lifetime Access to Learning Platform

You will get Lifetime free access to LMS(Learning Mangement System) You can access all Videos, class room assignments, quizzes, Projects for Life time. You will also get free video sessions for Life time.

Highest Course Completion Rate

We have the highest course completion rate in the Industry. If you miss a class, you can opt for the missed class in different batch. We assure you the best training possible for you to succeed.

Certificate of completion

We provide you the Industry recognized Certification of Course completion This certificate will sometimes helps you to get reimbursement of training expenses by your company.

Like the course? Enroll Now

Structure your learning and get a certificate to prove it.

Natural Language Processing with Python Certification Course FAQs

You will never miss a class at IQ Online Training! You can choose either of the two options:

  1. View the recorded session of the class available in your LMS or
  2. You can attend the missed session in any other live batch.

After the enrolment, the LMS access will be instantly provided to you able to access for lifetime which includes complete set of previous class recordings/PPTs/PDFs/assignments. You can start learning right away.

Your access to the Support Team is for lifetime. Our team will help you in resolving queries, during and after the course.

Yes, once enrollment has done for course. Access to the course material will be available for lifetime.

You can Call our support numbers listed in site OR Email us at info@iqtrainings.com.

You can view in-depth class sample recordings before the enrollment. Experience the complete learning instead of a demo session with our expertise.

All the instructors are Industry experts with minimum 10-12 yrs of relevant IT experience. They are subject matter experts and are well trained for providing an awesome learning experience to the participants.

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