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Textblob
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.
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.
Course outline
Course Outline for TextBlob
This module briefly describes TextBlob and its aid in Natural Language Processing(NLP).
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.
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Frequently Asked Questions
Will I receive a certificate upon completing this free course?
Is this course free?
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.