Home » Courses » Natural Language Processing with Python
Natural Language Processing with Python
by
Guvi
This course on Natural Language Processing with Python teaches Natural Language Processing with Python fundamentals through 4 interactive modules. If you are Beginner, then this course is for you. You can access this course on web and mobile, it’s available in English language.
Home » Courses » Natural Language Processing with Python
Natural Language Processing with Python
by
Guvi
This course on Natural Language Processing with Python teaches Natural Language Processing with Python fundamentals through 4 interactive modules. If you are Beginner, then this course is for you. You can access this course on web and mobile. This complete course is available in English language.
In this comprehensive Python NLP course, you’ll gain deep insights into Natural Language Processing (NLP) and its applications. You’ll master Python’s NLTK and Spacy libraries, and learn parsing, tokenization, Part-of-Speech tagging, and named entity recognition, integral for building smart linguistic systems. The curriculum also covers advanced topics like text classification using Scikit-Learn, understanding TF-IDF and regular expressions, and leveraging word2vec. You’ll also delve into sentiment analysis, a vital aspect of modern AI applications. This course equips you with the technical know-how to decode human language intricacies and build intelligent systems.
In this comprehensive Python NLP course, you’ll gain deep insights into Natural Language Processing (NLP) and its applications. You’ll master Python’s NLTK and Spacy libraries, and learn parsing, tokenization, Part-of-Speech tagging, and named entity recognition, integral for building smart linguistic systems. The curriculum also covers advanced topics like text classification using Scikit-Learn, understanding TF-IDF and regular expressions, and leveraging word2vec. You’ll also delve into sentiment analysis, a vital aspect of modern AI applications. This course equips you with the technical know-how to decode human language intricacies and build intelligent systems.
Key Features:
Internationally Acknowledged Certification
Completely online and learn at your own pace course
Lifelong access to complete course
Four gamified practice platforms
Committed forum support to answer all of your questions
Refund policy of seven days
Topics you will learn
Beginner Module
What is NLP?
Bag of words, Tokenization and stopwords
Stemming & Lemmatization
N gram and smoothing techniques
POS tagging
Intermediate Module
NER recognition
Details on TF-IDF
How to build TF-IDF from scratch
Regular expressions
Examples with Regex
Word2vec
Glove
Text feature extraction
Using scikit learn for classification
Advanced Module
Overview
LDA on text document
Non negative matrix factorization & evaluation metrics
Explaining RNN & LSTM
CNN
Keras classification
Sentiment analysis theory
Expert Module
Probability based language models
Language model for text generation & applications
Conditional text generation & evaluation metrics
Vector space models
Evaluation metrics and applications of ie
Sentiment analysis
Topic modeling
Spam detection
Course Offerings
Certificate you will get
Certificate Features
Certification from IITM Pravartak.
Certifications strengthen your programming profile and are recognized around the world.
Certificates are awarded upon the course's completion.
Pre Requsites
Background in Mathematics: A basic understanding of high school-level mathematics is essential.
Tech-Ready: Make sure you have access to a computer with a stable internet connection.
Eagerness to Learn: Bring along a strong willingness to learn and explore new concepts and ideas.
After this Course
Understand and Learn Natural Language Processing (NLP) in Python.
Utilize Python libraries like NLTK and Spacy effectively.
Conduct parsing, tokenization, and Part-of-Speech tagging.
Perform named entity recognition and text classification.
Implement TF-IDF, regular expressions, and word2vec.
Carry out sentiment analysis and build intelligent systems.
Course is for
Freshers
Professionals
Students
FAQ's
What is the overview of GUVI’s NLP with Python certification course?
GUVI's NLP with Python certification course is a comprehensive program that covers essential NLP techniques and Python programming. It offers hands-on learning through projects, quizzes, and assignments to help you gain practical experience in NLP.
Why learn the NLP with Python course?
Learning NLP with Python opens up new career opportunities in data science, machine learning, and artificial intelligence. It's a sought-after skill in today's data-driven world, enabling you to analyze and interpret complex human language data.
Why choose GUVI for learning NLP with Python course?
GUVI offers expert-led, interactive learning with real-world projects and a strong peer network. With a flexible learning schedule, GUVI provides a certification recognized by top tech companies upon successful completion.
What are the benefits of earning NLP with Python course certification?
Earning an NLP with Python certification improves your credibility and demonstrates your proficiency in NLP and Python. It can help you stand out in the job market, increase your earning potential, and open up new career paths.
Is the NLP with Python course difficult to learn?
The difficulty level of the NLP with Python course is subjective and depends on your prior knowledge of Python and basic concepts of linguistics. However, with dedication, practice, and the right resources from GUVI, you can master it.
How long does it take to learn an NLP with Python course?
The duration to learn the NLP with Python course depends on your learning pace and commitment. Generally, with consistent study, you can complete it within 3 months, given that you study at least 5 hours per week.
Background in Mathematics: A basic understanding of high school-level mathematics is essential. & Tech-Ready: Make sure you have access to a computer with a stable internet connection.
To purchase this course you can click on the Enroll Now button it will redirect you to course page, and on that page you can buy Natural Language Processing with Python course.