NLTK Training Online

9 Lesson

35 Hours

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igmGuru provides the best NLTK (Natural Language Toolkit) training online worldwide. This comprehensive program covers essential Natural Language Processing (NLP) concepts, stemming and lemmatization, part-of-speech tagging, and text classification using Python and NLTK. Our NLTK course curriculum is designed by industry experts with 10+ years of experience in Python, NLP, and data analytics. Enroll in our NLTK certification course to gain hands-on experience with real-world text datasets, industry-relevant NLP techniques, and building scalable text analysis solutions.

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Overview

Prerequisites

Basic Python programming
Understanding of strings, lists, dictionaries
Ability to use pip and install libraries
Familiar with Python IDEs / Jupyter Notebook
Basic text and grammar concepts
Intro-level statistics & probability (optional)
Awareness of NLP concepts (optional)

What You Will Learn

Text loading and preprocessing
Tokenization (words & sentences)
Stopword removal
Stemming and lemmatization
Part-of-Speech (POS) tagging
Named Entity Recognition (NER)
Text normalization and cleaning
Working with NLTK corpora
Frequency distribution and text analysis
Basic text classification techniques

Benefits of Taking NLTK Training

Strong foundation in Natural Language Processing (NLP)
Ability to analyze and process text data
Hands-on experience with real-world text datasets
Improved Python text-handling skills
Understanding of linguistic patterns in data
Readiness to learn advanced NLP and Machine Learning techniques
Useful skills for data science, AI, and analytics roles

Key Features

1 On 1 Training Option Available
24 X 7 Lifetime Support & Access
Small Batches Upto 10 Participants
Experienced & Professional Trainers
100% Job Assistance
Flexible Schedule

Course Curriculum

Lesson 1 - Introduction to NLTK

1. What is NLTK

2. NLTK architecture

3. Installing NLTK

4. NLTK data packages

Lesson 2 - Working with Text in NLTK

1. Text objects in NLTK

2. Tokenization

3. Sentence segmentation

4. Text normalization

Lesson 3 - Corpora and Lexical Resources

1. NLTK corpora overview

2. Accessing and exploring corpora

3. Frequency distributions

4. Conditional frequency distributions

Lesson 4 - Text Processing Techniques

1. Stopword handling

2. Stemming techniques

3. Lemmatization

4. Regular expressions in NLTK

Lesson 5 - Part-of-Speech Tagging

1. POS tagging concepts

2. Tag sets

3. Rule-based taggers

4. Statistical taggers

5. Tagger evaluation

Lesson 6 - Chunking and Named Entity Recognition

1. Chunking

2. Chinking

3. Named Entity Recognition (NER)

4. Tree representations

Lesson 7 - Text Classification using NLTK

1. Classification overview

2. Feature extraction

3. Naive Bayes classifier

4. Training and testing classifiers

Lesson 8 - Parsing and Syntax Analysis

1. Context-free grammars

2. Parsing techniques

3. Parse trees

4. Syntactic ambiguity

Lesson 9 - NLTK Applications and Projects

1. Building NLP pipelines with NLTK

2. Working with real text datasets

3. Mini projects using NLTK

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1-800-7430-173 (US Toll Free)

+91 7240740740 (India)

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Course Fees

Online Class Room Program

US $ 799.00

100% Money Back Guarantee

Duration : 35 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 28 May 2026
Weekday Batch 01 Jun 2026
Weekend Batch 30 May 2026

Corporate Training

Customized Training Delivery Model
Flexible Training Schedule Options
Industry Experienced Trainers
24x7 Support

Trusted By Top Companies Worldwide

Want to know Today's Offer

Natural Language Toolkit Certification

After completing the NLTK (Natural Language Toolkit) Training Course and hands-on exercises, learners receive a Course Completion Certificate from igmGuru. This certification validates your ability to implement and apply Natural Language Processing techniques using Python and NLTK, including text preprocessing, corpus analysis, and text classification. It demonstrates your readiness to work on real-world NLP and text analytics projects, build practical language-processing solutions, and apply NLTK effectively in data science and AI-driven applications.

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NLTK Training Online