Loading...

Artificial Intelligence

Natural Language Processing with Python

Master NLP techniques using Python and NLTK.

John Instructor

Instructor

John Instructor

0 students
0.0 (0 reviews)
Python Machine Learning AI NLP Chatbots
Rs 59.99 Rs 104.99 Save Rs 45.00
Sri Lankan Rupees (LKR)
Login to Enroll

Secure Payment Methods:

Powered by PayHere, Stripe & PayPal

This course includes:

  • 0 lessons
  • 26h 0m total
  • Certificate of completion
  • Lifetime access
  • 24/7 Support

7-Day Money-Back Guarantee

Learn natural language processing from scratch. Master text preprocessing, sentiment analysis, topic modeling, and build chatbots.

What You'll Learn

Preprocess text data
Perform sentiment analysis
Implement topic modeling
Build chatbots with Rasa
Use transformers for NLP

Requirements

  • Python programming
  • Basic machine learning concepts

Who This Course Is For

  • Data scientists
  • AI engineers
  • NLP enthusiasts
22 lessons • 5h 39m total

What is NLP?

Video 20 min

Lesson 1: Introduction and Setup

Video 23 min Preview
Preview

This is a comprehensive video lesson covering important concepts and practical examples.

Text Preprocessing

Video 35 min

Lesson 2: Core Concepts Explained

Video 7 min Preview
Preview

This is a comprehensive video lesson covering important concepts and practical examples.

Tokenization and Stemming

Video 30 min

Lesson 3: Hands-on Coding Session

Video 8 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 4: Advanced Techniques

Video 7 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 5: Best Practices and Tips

Video 6 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 6: Knowledge Check

Quiz 27 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 7: Practice Questions

Quiz 11 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 8: Coding Challenge

Assignment 22 min

This is a comprehensive assignment lesson covering important concepts and practical examples.

Lesson 9: Reference Documentation

Article 13 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

Lesson 10: Summary and Key Takeaways

Article 11 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

Lesson 11: Knowledge Check

Quiz 24 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 12: Practice Questions

Quiz 19 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 13: Hands-on Coding Session

Video 8 min

This is a comprehensive video lesson covering important concepts and practical examples.

Lesson 14: Common Patterns and Anti-patterns

Article 12 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

Lesson 15: Best Practices Guide

Article 5 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

Lesson 16: Knowledge Check

Quiz 16 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 17: Practice Questions

Quiz 9 min

This is a comprehensive quiz lesson covering important concepts and practical examples.

Lesson 18: Comparison Guide

Article 7 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

Lesson 19: Reference Documentation

Article 19 min

This is a comprehensive article lesson covering important concepts and practical examples.

Lesson Overview

In this lesson, we will explore the fundamental concepts that form the foundation of this topic. Understanding these principles is crucial for your success in the course.

Key Points

  • Understanding the core concepts
  • Practical applications in real-world scenarios
  • Common pitfalls and how to avoid them
  • Best practices and industry standards

Detailed Explanation

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.

Examples


// Sample code example
function exampleFunction() {
    return "This is a sample code block";
}
                

Summary

This lesson covered the essential concepts that will be built upon in subsequent lessons. Make sure to practice the examples and complete any associated exercises.

No reviews yet.

About the Instructor

John Instructor

John Instructor

Senior Web Development Instructor

10+ years of experience in web development and teaching. Passionate about helping others learn to code.

0.0 Instructor Rating

Need Help?