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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

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Textblob

rating icon 4.58

2.25 Hours

Beginner

1.8K+ learners enrolled so far

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Learner reviews of the Free Courses

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

5.0

India
“NLP Learning and TextBlob Introduction”
Implement dynamic programming, hidden Markov models, and word embeddings for tasks like autocorrect and part-of-speech tagging. Dive into recurrent neural networks (RNNs), LSTMs, GRUs, and Siamese networks for sentiment analysis, text generation, and named entity recognition. Explore encoder-decoder, causal, and self-attention mechanisms for machine translation, text summarization, chatbots, and question-answering.
Reviewer Profile

5.0

India
“Good Understanding of the Topic and Easy to Follow Content”
The course bridges the gap between human language and machine understanding, making it possible to create systems that can comprehend, generate, and respond in a way that feels almost natural to us. Here are a few specific aspects that make it exciting: NLP powers real-world tools like translation services, chatbots, and sentiment analysis. It's amazing to see how it enables technologies that simplify communication, enhance customer service, and provide personalized recommendations.
Reviewer Profile

5.0

India
“Highlight of My NLP Learning Journey: Deep Insights and Practical Applications”
I particularly enjoyed delving into how NLP models process and understand language. The hands-on experience of working with real-world data, building models, and seeing their impact in tasks like sentiment analysis and language translation was incredibly rewarding. The ability to apply theoretical knowledge to solve practical problems was a key highlight.
Reviewer Profile

5.0

Singapore
“The Lessons Are Instructive and Easy to Follow”
Even without prior knowledge and experience in this area, I can still follow the lessons.
Reviewer Profile

5.0

India
“Great Learning Empowers Individuals to Master High-Demand Skills”
Great Learning is an online education platform that focuses on providing high-quality professional learning programs in areas such as data science, machine learning, artificial intelligence, cybersecurity, cloud computing, digital marketing, and more. Established in 2013, it aims to bridge the skills gap in the technology sector by offering industry-relevant courses developed in collaboration with top universities and experts worldwide. Great Learning offers flexible learning formats including online self-paced, blended, and live sessions.
Reviewer Profile

5.0

India
“Informative and Practical Course on TextBlob”
I liked how the course was structured, starting with the basics and gradually moving into more advanced topics. The hands-on exercises helped me learn by doing, and the real-world applications were very helpful in understanding the power of TextBlob.
Reviewer Profile

4.0

India
“TextBlob Fundamentals in Natural Language Processing”
1. Simple and Easy to Use: TextBlob has a simple and intuitive API, making it easy for beginners to get started with NLP tasks. 2. Sentiment Analysis: TextBlob provides a straightforward way to perform sentiment analysis, which is a fundamental task in NLP. 3. Language Detection: TextBlob can automatically detect the language of the input text, which is useful for multilingual NLP tasks.
Reviewer Profile

5.0

India
“It Is a Very Good Course... I Learned a Lot”
TextBlob is a popular library in Python for processing textual data. One of its features is the ability to correct misspelled words in a given text. The function used for this purpose is correct(). Usage: The correct() method is applied to a TextBlob object. When called, it analyzes the text and suggests corrections for any misspelled words.
Reviewer Profile

5.0

India
“TextBlob is a Free, Open-Source Library in Python for Processing Textual Data”
TextBlob is a free, open-source library in Python for processing textual data. It is a powerful package that reduces the complexity of the contextual data and derives in-depth information from the text.
Reviewer Profile

5.0

India
“I Got to Know More About Natural Language Processing”
Courses covering TextBlob offer a structured approach to Natural Language Processing (NLP), focusing on sentiment analysis, language detection, and text preprocessing. TextBlob is known for being beginner-friendly and is commonly praised for its ease of use, especially when performing simpler NLP tasks like tokenization, POS tagging, and sentiment analysis.

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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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