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Textblob

star 4.58  Beginner level 2.25 learning hrs 1.8K+ Learners

Learn how to perform natural language processing tasks using Textblob with this free online course. Get step-by-step guidance on how to use Textblob to perform tasks such as sentiment analysis, part-of-speech tagging, and more.

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About this course

Natural Language Processing, popularly known in its abbreviated form NLP, is a branch of Artificial Intelligence that deals with the interaction between humans and computers using natural language. Its ultimate objective is to meet, understand, and make sense of human language. In this course, we will be discussing one of the popular libraries for textual data preprocessing ie. Textblob will also deep dive into the basics of NLP, like stopwords, lemmatization, why, and how we can clean text data. We will also be discussing the various types of text vectorization. We will also be discussing the functionalities which Textblob provides and will solve one use-case of sentiment Analysis using Textblob and Python.

Textblob is a free online course that teaches how to use the Textblob library for natural language processing (NLP) tasks. Textblob is a Python library that provides a simple and intuitive API for common NLP tasks, such as sentiment analysis, part-of-speech tagging, and more.

In this course, you will learn how to use Textblob to perform various NLP tasks. The course will cover topics such as text preprocessing, sentiment analysis, part-of-speech tagging, and named entity recognition. Participants will receive step-by-step guidance on how to use Textblob to perform these tasks, making it suitable for beginners and intermediate-level programmers.

By the end of the course, participants will have a strong understanding of Textblob and its capabilities and will be able to apply this knowledge to their own NLP projects.
 

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Course outline

Course Outline for TextBlob

This module briefly describes TextBlob and its aid in Natural Language Processing(NLP).
 

Agenda for TextBlob

NLP Recap

This module gives you an overview of NLP you have learned from the previous modules. You will get a brief on NLP, data pre-processing, stemming, lemmatization, and text vectorization.

Introduction to Textblob

This module introduces you to TextBlob in detail and will also guide you in installing it.

Functionalities of Textblob

This module contains a hands-on session on TextBlob and functionalities of TextBlob, like language detection, POS tagging, tokenization, pluralization of words using TextBlog, and more.
 

Textblob Sentiment Analysis

This module contains a hands-on session on TextBlob sentiment analysis using the IMDB dataset. You will also go through polarity, subjectivity, and data preprocessing.
 

Summary for TextBlob

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

Textblob

rating icon 4.58

2.25 Hours

Beginner

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1.8K+ learners enrolled so far

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Get free course content

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Master in-demand skills & tools

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Test your skills with quizzes

Trusted by 10 Million+ Learners globally

Learner reviews of the Free Courses

4.58
71%
22%
5%
1%
1%
Reviewer Profile

4.0

Country Flag India
“Great Course on Data Science Fundamentals”
I thoroughly enjoyed the curriculum and the instructor throughout this course. The curriculum was well-structured and covered essential topics in depth, making it easy to grasp complex concepts. The instructor was knowledgeable and approachable, providing clear explanations and real-world examples that enriched the learning experience. Additionally, the quizzes and assignments helped reinforce what we learned and gave us hands-on experience.
Reviewer Profile

5.0

Country Flag India
“Engaging and Informative Course with Practical Tools and Great Instructor”
I really enjoyed the skills and 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

4.0

Country Flag 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

Country Flag India
“The Learning Experience as a Beginner is Quite Good and Understandable”
Great Learning gave me the opportunity to get the skills I need to start my career. I was looking for a job for a very long time, but the placement team helped me land a job before my program completed. Thank you, team Great Learning!
Reviewer Profile

5.0

Country Flag India
“Transformative Insights from My Course Completion Journey”
The TextBlob course provides a comprehensive introduction to natural language processing with a focus on practical applications. It effectively covers sentiment analysis, text classification, and language translation using TextBlob, offering clear explanations and hands-on exercises. However, it could benefit from more advanced topics and real-world case studies.
Reviewer Profile

4.0

Country Flag India
“Comprehensive and User-Friendly Course on TextBlob”
The course provided a thorough introduction to TextBlob, covering essential features such as text processing, sentiment analysis, and language translation. The hands-on exercises were particularly helpful in reinforcing concepts, making it easy to apply what I learned. Overall, it was an excellent resource for anyone looking to enhance their natural language processing skills with TextBlob.
Reviewer Profile

4.0

Country Flag India
“A Short Course on TextBlob and Its Uses”
TextBlob is a versatile Python library designed for the processing of textual data with ease. It simplifies common natural language processing tasks such as tokenization, part-of-speech tagging, and noun phrase extraction. TextBlob offers powerful sentiment analysis, providing insights into a text's polarity and subjectivity. It also provides spelling correction, language translation via Google Translate, and language detection. With its simple API, TextBlob is ideal for correcting text, analyzing sentiments, and translating, making it useful for both beginners and experts in NLP.
Reviewer Profile

5.0

Country Flag India
“Introduction to TextBlob and Its Functionalities”
TextBlob is a user-friendly Python library for processing textual data. It simplifies tasks such as sentiment analysis, part-of-speech tagging, noun phrase extraction, and language translation. With its intuitive API, TextBlob allows developers to quickly implement natural language processing functionalities, making it an excellent choice for both beginners and experienced users.
Reviewer Profile

5.0

Country Flag India
“TextBlob - Natural Language Processing”
In summary, TextBlob is a versatile and accessible library that provides a range of NLP functionalities. Its user-friendly interface and robust features make it a popular choice for developers looking to integrate natural language processing into their applications, whether for academic purposes, commercial applications, or personal projects. As NLP continues to grow in importance, TextBlob stands out as a valuable tool for harnessing the power of text data.
Reviewer Profile

5.0

Country Flag India
“Insightful and Engaging Learning Experience in NLP”
Data Preparation: Text Preprocessing includes tokenization, stemming/lemmatization, stopword removal, and normalization (e.g., lowercasing). Feature Extraction: Transforming text into a numerical format. Common methods include Bag of Words (BoW), Term Frequency-Inverse Document Frequency (TF-IDF), and Word Embeddings (e.g., Word2Vec, GloVe). Evaluation Metrics: Accuracy is the ratio of correctly predicted instances to the total instances.

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Frequently Asked Questions

Will I receive a certificate upon completing this free course?

Yes, upon successful completion of the course and payment of the certificate fee, you will receive a completion certificate that you can add to your resume.

Is this course free?

Yes, you may enroll in the course and access the course content for free. However, if you wish to obtain a certificate upon completion, a non-refundable fee is applicable.

Will I get a certificate after completing this Textblob free course?

Yes, you will get a certificate of completion for Textblob after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.
 

How much does this Textblob course cost?

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Textblob can get started with this course.
 

Is there any limit on how many times I can take this free course?

Once you enroll in the Textblob course, you have lifetime access to it. So, you can log in anytime and learn it for free online.
 

Can I sign up for multiple courses from Great Learning Academy at the same time?

Yes, you can enroll in as many courses as you want from Great Learning Academy. There is no limit to the number of courses you can enroll in at once, but since the courses offered by Great Learning Academy are free, we suggest you learn one by one to get the best out of the subject.

Why choose Great Learning Academy for this free Textblob course?

Great Learning Academy provides this Textblob course for free online. The course is self-paced and helps you understand various topics that fall under the subject with solved problems and demonstrated examples. The course is carefully designed, keeping in mind to cater to both beginners and professionals, and is delivered by subject experts.

Great Learning is a global ed-tech platform dedicated to developing competent professionals. Great Learning Academy is an initiative by Great Learning that offers in-demand free online courses to help people advance in their jobs. More than 5 million learners from 140 countries have benefited from Great Learning Academy's free online courses with certificates. It is a one-stop place for all of a learner's goals.

What are the steps to enroll in this Textblob course?

Enrolling in any of the Great Learning Academy’s courses is just one step process. Sign-up for the course, you are interested in learning through your E-mail ID and start learning them for free online.
 

Will I have lifetime access to this free Textblob course?

Yes, once you enroll in the course, you will have lifetime access, where you can log in and learn whenever you want to. 
 

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