Mastering Natural Language Processing: A Comprehensive Guide

Mastering Natural Language Processing: A Comprehensive Guide, available at $44.99, has an average rating of 3.42, with 10 lectures, based on 6 reviews, and has 1027 subscribers.

You will learn about Fundamental understanding of NLP concepts Techniques for text preprocessing like tokenization, stemming, and lemmatization Advanced topics including Parts of Speech Tagging and Named Entity Recognition Practical experience with popular NLP libraries such as Spacy Utilization of techniques like Bag of Words and Word2Vec for text analysis This course is ideal for individuals who are Beginners interested in Natural Language Processing (NLP) or Data scientists and analysts seeking to enhance their text analysis skills or Developers aiming to integrate NLP techniques into their applications or Students and professionals in fields like linguistics, AI, and machine learning interested in NLP It is particularly useful for Beginners interested in Natural Language Processing (NLP) or Data scientists and analysts seeking to enhance their text analysis skills or Developers aiming to integrate NLP techniques into their applications or Students and professionals in fields like linguistics, AI, and machine learning interested in NLP.

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Summary

Title: Mastering Natural Language Processing: A Comprehensive Guide

Price: $44.99

Average Rating: 3.42

Number of Lectures: 10

Number of Published Lectures: 10

Number of Curriculum Items: 10

Number of Published Curriculum Objects: 10

Original Price: ₹1,199

Quality Status: approved

Status: Live

What You Will Learn

Fundamental understanding of NLP concepts
Techniques for text preprocessing like tokenization, stemming, and lemmatization
Advanced topics including Parts of Speech Tagging and Named Entity Recognition
Practical experience with popular NLP libraries such as Spacy
Utilization of techniques like Bag of Words and Word2Vec for text analysis

Who Should Attend

Beginners interested in Natural Language Processing (NLP)
Data scientists and analysts seeking to enhance their text analysis skills
Developers aiming to integrate NLP techniques into their applications
Students and professionals in fields like linguistics, AI, and machine learning interested in NLP

Target Audiences

Beginners interested in Natural Language Processing (NLP)
Data scientists and analysts seeking to enhance their text analysis skills
Developers aiming to integrate NLP techniques into their applications
Students and professionals in fields like linguistics, AI, and machine learning interested in NLP

Do you ever wonder how computers understand the words we write? Imagine if you could teach your computer to understand language just like you do! Welcome to our exciting adventure into the world of Natural Language Processing (NLP)!

In this special course, we’re going to learn all about how computers can understand and work with words. We’ll start by learning some cool tricks like breaking down big sentences into smaller pieces, which we call “Tokenization.” It’s like when you break a big puzzle into smaller pieces to solve it easily!

Next, we’ll learn about “Stemming” and “Lemmatization.” These are fancy words for making words simpler. It’s like changing “running” to “run” or “better” to “good.”

Then, we’ll dive into a fun game called “Parts of Speech Tagging!” It’s like putting labels on different parts of a toy to know what they are. We’ll also learn about “Named Entity Recognition,” where we find special words like names of people or places in big stories.

We’ll meet our friend Spacy, a special tool that helps us do all these cool things with words! Spacy will show us how to clean up messy words and even take out boring words like “and” or “the.”

But wait, there’s more! We’ll learn about creating magic bags of words and using them to teach our computer what different words mean. It’s like having a bag full of special words, and each word has its own superpower!

And finally, we’ll discover the amazing world of Word2Vec, where we teach our computer to understand words by how they’re used together. It’s like learning new words by hanging out with your friends and seeing how they talk!

By the end of our journey, you’ll be a master of words, ready to teach your computer all sorts of amazing things about language! So, are you ready to join the adventure? Let’s dive into the magical world of words together!

Course Curriculum

Chapter 1: Introduction to NLP

Lecture 1: Introduction

Chapter 2: Tokenization in NLP

Lecture 1: Tokenization in NLP

Chapter 3: Stemming in NLP

Lecture 1: Stemming in NLP

Chapter 4: Lemmatization

Lecture 1: Lemmatization

Chapter 5: Understanding Parts of Speech Tagging in NLP

Lecture 1: Understanding Parts of Speech Tagging in NLP

Chapter 6: Named Entity Recognition

Lecture 1: Named Entity Recognition

Chapter 7: Introduction to Spacy

Lecture 1: Introduction to Spacy

Chapter 8: Stops words in NLP

Lecture 1: Stops words in NLP

Chapter 9: Bag of words

Lecture 1: Bag of words

Chapter 10: Word2Vec

Lecture 1: Word2Vec

Instructors

Aditya Wadkar | Project Maker
Instructor on udemy

Rating Distribution

1 stars: 1 votes
2 stars: 2 votes
3 stars: 0 votes
4 stars: 1 votes
5 stars: 2 votes

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