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Text Classification in NLP

star 4.59  Beginner level 2.25 learning hrs 2.6K+ Learners

The free course on Text Classification in NLP offers learners an opportunity to understand the fundamental concepts of Natural Language Processing (NLP) and how to classify text data using machine learning algorithms. Enroll Now!

Instructor:

Ms. Sowmya Vivek

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About this course

Great Learning's free course on "Text Classification in NLP" is a comprehensive introduction to the field of Natural Language Processing (NLP) and machine learning-based text classification. The course is designed for beginners with no prior experience in NLP or machine learning.

The course covers the basics of text classification and explains how it works. Learners will gain a solid understanding of the techniques used in NLP for analyzing, processing, and categorizing text data. They will also learn how to evaluate the performance of a text classification model.

The course includes a Python walkthrough, where learners will learn how to implement text classification using popular machine learning algorithms such as Naïve Bayes, Linear Classifier, and Support Vector Classifier. The practical exercises and projects will help learners gain hands-on experience in text classification, making it easier for them to apply the concepts in real-world scenarios.

 

The course content is well-structured and easy to understand, with detailed explanations and examples provided throughout. Learners can work at their own pace, and the course is accessible from anywhere, making it a great option for busy professionals or students.

 

In conclusion, Great Learning's free course on "Text Classification in NLP" is an excellent resource for anyone interested in learning about NLP and machine learning-based text classification. With its comprehensive coverage of the subject and practical exercises, learners will gain valuable skills that they can apply in their professional or academic endeavors.
 

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Course outline

Introduction to Text Classification

How does text classification work ?

Python walkthrough - Text classification-Naïve Bayes, Linear classifier, Support vector classifier

Get access to the complete curriculum once you enroll in the course

Text Classification in NLP

rating icon 4.59

2.25 Hours

Beginner

2.6K+ learners enrolled so far

Get free course content

Master in-demand skills & tools

Test your skills with quizzes

Trusted by 1 Crore+ Learners globally

Learner reviews of the Free Courses

4.59
72%
22%
5%
1%
0%
Reviewer Profile

4.0

India
“Learning NLP in a Great Environment: An Enriching Experience Combining Theory with Practical Applications”
Engaging in hands-on projects enhances understanding, from basic text processing to advanced machine learning models like Word2Vec, TF-IDF, and transformer-based architectures. The collaborative atmosphere fosters knowledge-sharing, encouraging students to tackle real-world problems like sentiment analysis and machine translation.
Reviewer Profile

5.0

India
“Growth through Diverse Learning Experiences”
I loved the depth and breadth of learning, especially the blend of theory and hands-on practice. The diverse range of topics kept me engaged and challenged, while the interactive sessions fostered collaboration and critical thinking. The real-world applications made the learning truly impactful.
Reviewer Profile

5.0

India
“Engaging and Informative Course with Practical Tools and Great Instructor”
I really enjoyed the Skills & Tools section, which provided me with practical, hands-on techniques that I can immediately apply to real-world scenarios. Additionally, the instructor was outstanding in explaining complex concepts in a clear and relatable way. Their enthusiasm and expertise made learning enjoyable and motivating. The course structure was also easy to follow, ensuring that I could progress at my own pace while grasping key concepts.
Reviewer Profile

5.0

India
“Fundamentals of Text Classification in NLP”
Text classification in natural language processing (NLP) involves categorizing text into predefined labels, which helps organize and analyze large volumes of text data. The process begins with a dataset of text samples, each labeled with a category, such as 'spam' or 'not spam.'
Reviewer Profile

4.0

India
“A Well-Structured Course with In-Depth Explanations and Practical Quizzes”
This course provided a great balance of theory and hands-on practice, making complex concepts easy to grasp. I especially appreciated the detailed explanations in each topic, which were reinforced through assignments that helped solidify my understanding. The quizzes were well-designed, offering valuable practice in applying the skills learned. Overall, a highly engaging and educational experience!
Reviewer Profile

5.0

India
“Fundamentals of Text Classification in NLP”
The 'Fundamentals of Text Classification in NLP' course provides a comprehensive overview of key concepts, from data collection and preprocessing to feature extraction and model selection. It effectively covers traditional and modern algorithms, offering hands-on experience in training and evaluating models. This course is invaluable for anyone looking to deepen their understanding of text classification techniques and applications in NLP.
Reviewer Profile

5.0

India
“This NLP Course is a Must for Anyone Looking to Build or Enhance Their Skills”
The course content is up-to-date, covering a wide range of topics from basic text processing to advanced techniques like transformer models and sentiment analysis. The real-world examples and projects provided valuable practical experience, helping me apply what I learned to real scenarios.
Reviewer Profile

5.0

India
“Transformative Learning Experience!”
I really enjoyed the depth of the topics covered and how practical the curriculum was. The instructor made complex concepts easy to understand, and the quizzes were engaging and helped reinforce my learning. Overall, the course was well-structured and easy to follow, making it a great learning experience.
Reviewer Profile

5.0

India
“NLP Course: A Wonderful Course in Detail”
Natural Language Processing (NLP) is indeed a fascinating and highly useful field within artificial intelligence and computer science. It deals with the interaction between computers and human language, enabling machines to understand, interpret, and respond to human language in a valuable way.
Reviewer Profile

5.0

India
“NLP Enhances Data Analysis by Enabling the Extraction of Insights from Unstructured Text Data”
NLP enhances data analysis by enabling the extraction of insights from unstructured text data, such as customer reviews, social media posts, and news articles. By using text mining techniques, NLP can identify patterns, trends, and sentiments that are not immediately obvious in large datasets. Sentiment analysis enables the extraction of subjective qualities—attitudes, emotions, sarcasm, confusion, or suspicion—from text. This is often used for routing communications to the system or the person most likely to make the next response.

What our learners enjoyed the most

Our course instructor

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Ms. Sowmya Vivek

Independent Consultant, Visiting Faculty

Artificial Intelligence Expert

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8.4K+ Learners
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3 Courses
Sowmya is an Independent consultant working on projects on Customer Analytics, Deep Learning & NLP. She is a visiting faculty at Great Learning and a course Instructor at DataCamp USA. Sowmya has 25 years of experience spread across ML modelling, Business Intelligence, Workflow optimisation, Content Management & e-learning content development.

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