get app
    • Home
    • Udemy
    • Courses
    • U and P Artificial Intelligence Natural Language Processing with Python

    U&P AI - Natural Language Processing (NLP) with Python

    BY
    Udemy

    Brochure Enquire
    Lavel

    Beginner

    Mode

    Online

    Fees

    ₹ 1499

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 1,499
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Getting an Idea of NLP and its Applications

    • Note!
    • Introduction to NLP
    • By The End Of This Section
    • Installation
    • Tips
    • U - Tokenization
    • P - Tokenization
    • U - Stemming
    • P - Stemming
    • U - Lemmatization
    • P - Lemmatization
    • U - Chunks
    • P - Chunks
    • U - Bag Of Words
    • P - Bag Of Words
    • U - Category Predictor
    • P - Category Predictor
    • U - Gender Identifier
    • P - Gender Identifier
    • U - Sentiment Analyzer
    • P - Sentiment Analyzer
    • U - Topic Modeling
    • P - Topic Modeling
    • Summary

    Feature Engineering

    • Using Google Colab
    • Introduction
    • One Hot Encoding
    • Count Vectorizer
    • N-grams
    • Hash Vectorizing
    • Word Embedding
    • FastText

    Dealing with corpus and WordNet

    • Introduction
    • In-built corpora
    • External Corpora
    • Corpuses & Frequency Distribution
    • Frequency Distribution
    • WordNet
    • Wordnet with Hyponyms and Hypernyms
    • The Average according to WordNet

    Create your Vocabulary for any NLP Model

    • Putting the previous knowledge together
    • Introduction and Challenges
    • 1 - Building your Vocabulary
    • 2 - Building your Vocabulary
    • 3 - Building your Vocabulary
    • 4 - Building your Vocabulary
    • 5 - Building your Vocabulary
    • Dot Product
    • Similarity using Dot Product
    • Reducing Dimensions of your Vocabulary using token improvement
    • Reducing Dimensions of your Vocabulary using n-grams
    • Reducing Dimensions of your Vocabulary using normalizing
    • Reducing Dimensions of your Vocabulary using case normalization
    • When to use stemming and lemmatization?
    • Sentiment Analysis Overview
    • Two approaches for sentiment analysis
    • Sentiment Analysis using rule-based
    • Sentiment Analysis using machine learning - 1
    • Sentiment Analysis using machine learning - 2
    • Summary

    Word2Vec in Detail and what is going on under the hood

    • Introduction
    • Bag of words in detail
    • Vectorizing
    • Vectorizing and Cosine Similarity
    • Topic modeling in Detail
    • Make your Vectors will more reflect the Meaning, or Topic, of the Document
    • Sklearn in a short way
    • Summary

    Find and Represent the Meaning or Topic of Natural Language Text

    • Note!
    • Keyword Search VS Semantic Search
    • Problems in TI-IDF leads to Semantic Search
    • Transform TF-IDF Vectors to Topic Vectors under the hood

    Similar Courses

    Introduction to Conversational Interfaces

    UAL Creative Computing Institute, London via Futurelearn

    2 Weeks Online
    Beginner     ₹ 1,100
    Text Analytics 2 Visualizing Natural Language Proc...

    Text Analytics 2 Visualizing Natural Language Proc...

    University of Canterbury, Christchurch via Edx

    6 Weeks Online
    Beginner     Free
    Text Analytics 1 Introduction to Natural Language ...

    Text Analytics 1 Introduction to Natural Language ...

    University of Canterbury, Christchurch via Edx

    6 Weeks Online
    Beginner     Free

    Courses of your Interest

    Professional Certificate Course in Data Science

    Professional Certificate Course in Data Science

    Newton School

    8 Months Online
    Beginner

    JavaScript Foundations

    PW Skills

    Online
    Beginner     Free

    Technical Analysis Series

    PW Skills

    3 Months Online
    Beginner     Free

    C Programming Foundations

    PW Skills

    Online
    Beginner     Free

    Cracking the Coding Interview in Java Foundation

    PW Skills

    5 Months Online
    Beginner     Free

    Python Foundations

    PW Skills

    Online
    Beginner     Free
    Getting Started with Generative AI APIs

    Getting Started with Generative AI APIs

    Codio via Coursera

    3 Weeks Online
    Beginner
    Generating code with ChatGPT API

    Generating code with ChatGPT API

    Codio via Coursera

    3 Weeks Online
    Beginner
    Prompt Engineering for ChatGPT

    Prompt Engineering for ChatGPT

    Vanderbilt via Coursera

    Online
    Beginner

    More Courses by Udemy

    Microsoft Excel 2013 Course Beginners Intermediate...

    Udemy

    Online
    Beginner     ₹399 ₹2,699

    Instagram Bot with Python V2 Giveaway Instagram Bo...

    Udemy

    Online
    Beginner     ₹ 799

    Intro To Computer Science With Python and Jupyter ...

    Udemy

    Online
    Beginner     ₹ 799

    Python for Beginners to Advance

    Udemy

    Online
    Beginner     ₹ 2,499

    Learn Python Turtle Using Block Coding

    Udemy

    Online
    Beginner     ₹399 ₹799

    Master Python Basics For Developer

    Udemy

    Online
    Beginner     ₹475 ₹3,499

    Programming in Python for Beginners

    Udemy

    Online
    Beginner     ₹ 799

    Learn Python 3 Programming from Scratch

    Udemy

    Online
    Beginner     ₹475 ₹1,299

    Automate Your Life With Python

    Udemy

    Online
    Beginner     ₹ 2,899

    Learn Python Python for Beginners

    Udemy

    Online
    Beginner     ₹ 1,799

    Trending Courses

    Digital Marketing Courses Fashion Design Courses Data Science Courses Interior Design Courses Graphic Designing Courses Cyber Security Courses Nursing Courses Tally Courses Data Analysis Courses Web Designing Courses Artificial Intelligence Courses Ethical Hacking Courses Free Digital Marketing Courses And certifications Free Artificial Intelligence Courses And Certifications Free Data Analysis Courses And Certifications Free Cyber Security Courses And Certifications Free Data Science Courses And Certifications Free Cloud Computing Courses And Certifications Free Python Courses And Certifications Free Fashion And Textiles Courses And Certifications Free Graphic Designing Courses And Certifications Free Web Designing Courses And Certifications

    Popular Courses

    General Management Courses Public Health Courses Teaching and Education Courses Financial Management Courses Web Development Courses Mathematics Courses Cyber Security Courses Programming Courses Data Science Courses Digital Marketing Courses Law Courses Mechanical Engineering Courses Explore all courses

    Popular Platforms

    upGrad Courses Udemy Courses Edx Courses Swayam Courses Coursera Courses NPTEL Courses Futurelearn Courses Mindmajix Technologies Courses Vskills Courses IIT Kharagpur Courses Emeritus Courses IIT Kanpur Courses Explore all platforms

    Learn more about the Courses

    10 Reasons to Enrol Yourself in a Digital Marketing Course 8 Must-Have Skills for AWS Cloud Architects Planning to Upskill Yourself? Enrol for a Program in Data Science 25+ Tips for Improving Your Graphic Design Skills Top Universities in India Offering Cyber Security Courses 15+ Courses for Learning Data Mining How to Make a Career in the Field of Artificial Intelligence Top 10 Benefits Of Holding A Certification In Business Intelligence Which are the best certification courses for Photography in India A Beginner's Guide to Pursue Python Programming Want to Pursue a Career in Blockchain Technology? Here is all that you need to Know How Entrepreneurs Can Use Machine Learning to Make their Business Successful? The Scope of Artificial Intelligence in India Top 10 Online Courses for Travel Lovers 10 Best Certification Courses After Hospital and Healthcare Management
    Providers
    Close

    Download the Careers360 App on your Android phone

    Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile

    Careers360 App
    150M+ Students
    30,000+ Colleges
    500+ Exams
    1500+ E-books