Natural Language Processing (NLP) Mastery

This comprehensive Natural Language Processing (NLP) course will help you understand how to process and analyze human language using Python and advanced NLP libraries. You’ll explore essential topics like text preprocessing, tokenization, sentiment analysis, language modeling, and more. By the end of the course, you'll have hands-on experience building real-world NLP applications such as chatbots, text classifiers, and recommendation systems.

Created by

NextGen Admin

Hours

0 Enrolled

    • (0 Reviews)

Tamil

Last updated

Fri, 29-Nov-2024

Course description

Dive deep into the world of NLP with this hands-on course designed to teach you how machines understand, interpret, and generate human language. You'll gain proficiency in text analysis, working with libraries such as NLTK, spaCy, and Transformers, and applying NLP techniques to various practical use cases.

What will i learn?

  • Understand the fundamentals of NLP and text processing
  • Learn how to implement tokenization, text cleaning, and vectorization
  • Build models for text classification, sentiment analysis, and named entity recognition (NER)
  • Explore language models using BERT, GPT, and Transformers
  • Gain hands-on experience with popular NLP libraries like NLTK and spaCy
  • Implement real-world NLP projects such as chatbots and recommender systems

Requirements

  • Basic understanding of Python programming
  • Familiarity with machine learning concepts is helpful but not required
  • Interest in text analysis and language understanding

Frequently asked question

NLP is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language.

Yes, basic knowledge of Python is required, as the course involves coding and working with NLP libraries.

You will build applications such as chatbots, text sentiment classifiers, and language models for various domains like healthcare and finance.

Absolutely! NLP has numerous applications in industries like customer service, marketing, and data analysis, and you will learn how to apply these techniques to your own projects.

You will primarily work with Python, and tools like NLTK, spaCy, Transformers, and Hugging Face libraries.

This course is open to everyone. People from many departments like Computer Science, IT, Electronics, and even non-technical areas have taken it and found it helpful.

Yes, it is! This course is great for freshers and students who want to learn the basics and grow their skills for future jobs.

Yes, this course is a good fit for professionals who want to improve their skills or switch to a new field.

Yes, people with a career gap can take this course. It helps them update their knowledge and return to work confidently.

Yes, internships are optional but are available for top performers. It’s a great extra option for learning and gaining real-world experience.

NextGen Admin

View profile

Free

Lectures

0

Skill level

Advanced

Expiry period

Lifetime

Certificate

Yes
Enroll now

Related courses

Advanced

Mastering Excel for Data Analysis and Visualization

0

(0 Reviews)

Compare

Become proficient in Excel, the quintessential tool for data analysis and visualization. This course covers everything from basic spreadsheet functions to advanced data manipulation techniques. Learn to create dynamic reports, perform complex calculations, and visualize data with charts and pivot tables. Ideal for professionals and analysts looking to leverage Excel’s powerful features for effective data management and decision-making.

₹299

₹2000

Hours

Advanced

Mastering Power BI for Data Visualization and Business Intelligence

0

(0 Reviews)

Compare

Unlock the potential of Power BI, Microsoft’s powerful business analytics tool. This course guides you through data import, transformation, and visualization, helping you create compelling dashboards and reports. Learn to connect to various data sources, perform advanced data modeling, and share insights effectively. Perfect for analysts and business professionals seeking to leverage data for strategic decision-making.

₹499

₹3000

Hours

Advanced

Mastering Tableau for Data Visualization and Analysis

0

(0 Reviews)

Compare

Discover the power of Tableau, a leading data visualization tool that turns complex data into actionable insights. This course covers everything from data connection and preparation to creating interactive dashboards and advanced visualizations. Learn how to use Tableau’s powerful features to analyze data, uncover trends, and make data-driven decisions effectively.

₹199

₹1500

Hours

Advanced

Mastering Statistics for Data Analysis and Decision-Making

0

(0 Reviews)

Compare

Gain a strong foundation in Statistics with this comprehensive course designed for data analysis and decision-making. Learn key statistical concepts, including probability, hypothesis testing, regression analysis, and more. Develop the skills to interpret data, draw meaningful conclusions, and apply statistical methods to solve real-world problems.

₹699

₹3000

Hours

Intermediate

Matplotlib for Data Visualization in Python

0

(0 Reviews)

Compare

Harness the power of Matplotlib, a versatile Python library for creating static, animated, and interactive visualizations. This course will guide you through the fundamentals of Matplotlib, from basic plots to advanced graphing techniques. Learn to visualize complex data, customize your charts, and integrate Matplotlib with other Python libraries for comprehensive data analysis.

₹99

₹600

Hours

Advanced

Mastering Pandas for Data Analysis in Python

0

(0 Reviews)

Compare

Short Description: Dive into Pandas, a powerful Python library for data manipulation and analysis. This course covers the essentials of Pandas, including data structures, data cleaning, and advanced data operations. Learn how to efficiently handle, analyze, and visualize data, making Pandas an indispensable tool for data scientists and analysts.

₹99

₹500

Hours

Advanced

Mastering NumPy for Numerical Computing in Python

0

(0 Reviews)

Compare

Unlock the full potential of NumPy, a foundational library for numerical computing in Python. This course covers the core functionalities of NumPy, including array operations, mathematical functions, and advanced numerical techniques. Learn how to leverage NumPy for efficient computation and analysis of large datasets, making it a critical tool for data scientists and analysts.

₹99

₹500

Hours

Intermediate

Fundamentals of Machine Learning

0

(0 Reviews)

Compare

Dive into the world of Machine Learning with this introductory course. Learn the core concepts, algorithms, and techniques essential for building and understanding machine learning models. From supervised and unsupervised learning to basic model evaluation, this course provides a solid foundation for anyone new to the field.

₹199

₹1999

Hours

Intermediate

Python for Computer Vision: A Comprehensive Guide

0

(0 Reviews)

Compare

Explore the intersection of Python and Computer Vision in this hands-on course. Learn to leverage Python libraries and tools to develop advanced computer vision applications. From image processing to object detection, gain practical skills to solve real-world problems using computer vision techniques.

₹1999

₹5000

Hours

Top categories

Useful links

Help

Subscribe to our newsletter