NLP Certification Training with Python
Learn from the Best, Learn from TopD
Features of This Course
Why Choose NLP Certification Training?
TopD Learning’s Natural Language Processing (NLP) Certification Training will take you through a wide range of topics related to text processing. You’ll learn a variety of different techniques including how to tokenize, stem, lemmatize, and POS tag your text as well as methods for reading syntax trees and recognizing named entities using Python’s most famous NLTK package. Once you’ve passed the NLP course, you can earn certification by building your own text classifier using the Naïve Bayes algorithm.
Course Curriculum
- Overview of Text Mining
- Need of Text Mining
- Natural Language Processing (NLP) in Text Mining
- Applications of Text Mining
- OS Module
- Reading, Writing to text and word files
- Setting the NLTK Environment
- Accessing the NLTK Corpora
- Install NLTK Packages using NLTK Downloader
- Accessing your operating system using the OS Module in Python
- Reading & Writing .txt Files from/to your Local
- Reading & Writing .docx Files from/to your Local
- Working with the NLTK Corpora
- Tokenization
- Frequency Distribution
- Different Types of Tokenizers
- Bigrams, Trigrams & Ngrams
- Stemming
- Lemmatization
- Stopwords
- POS Tagging
- Named Entity Recognition
- Tokenization: Regex, Word, Blank line, Sentence Tokenizers
- Bigrams, Trigrams & Ngrams
- Stopword Removal
- POS Tagging
- Named Entity Recognition (NER)
- Syntax Trees
- Chunking
- Chinking
- Context Free Grammars (CFG)
- Automating Text Paraphrasing
- Parsing Syntax Trees
- Chunking
- Chinking
- Automate Text Paraphrasing using CFG’s
- Machine Learning: Brush Up
- Bag of Words
- Count Vectorizer
- Term Frequency (TF)
- Inverse Document Frequency (IDF)
- Demonstrate Bag of Words Approach
- Working with CountVectorizer()
- Using TF & IDF
- Converting text to features and labels
- Multinomial Naive Bayes Classifier
- Leveraging Confusion Matrix
- Converting text to features and labels
- Demonstrate text classification using Multinomial NB Classifier
- Leveraging Confusion Matrix
- Implement all the text processing techniques starting with tokenization
- Express your end to end work on Text Mining
- Implement Machine Learning along with Text Processing
- Sentiment Analysis
NLP Certification Training Course Features
Instructor-led Live Sessions
We use only the finest instructors in the IT industry with good experience. Learn from our instructor and interact live at your desired place via virtual learning programs scheduled to run at specific times.
E-Learning Self-Paced Training
We offer self-paced training programs, which are structured in modules so as to offer maximum flexibility to those who wish to work around their already hectic schedules.
One to One Training
We offer is one to one training as a mode of educational training where you can Interact one to one with the instructor to get a fully focused training experience. It is preferred by students who prefer a personalized approach.
24 x 7 Expert Support
We have a lifetime 24x7 online support team to resolve all your technical queries, through a ticket based tracking system.
Certification
After successfully completing your course & projects, TopD Learning will provide a professional certification for you.
Lifetime Access
You will get lifetime access to our LMS where quizzes, presentations & class recordings are available.
Course Completion Certification
Give your resume a BOOST, and join Top Companies with a good package.
You will receive a course completion certificate post completing all assignments & tasks certifying that you have learned the skills and completed the course successfully.
Frequently Asked Questions
FAQs
Our course structure is in-line with the requirements of the certification, hence with our training you can clear the exam and get certified.
You will never miss a lecture at TopD Learning! We’ve got you covered:
- View the recorded session of the class available in your LMS.
- You can attend the missed session, in any other live batch.
