Want to understand how to decode emotions in text data? Our list of premier Sentiment Analysis Courses is the best way to do that. Get ready to harness the power of emotional intelligence in data with this list.
Our list of Best Sentiment Analysis Courses equips learners with the skills they need to analyze and interpret emotions in textual data using advanced analytics techniques.
# | Course Name | University/Organization | Ratings | Duration |
1. | Sentiment Analysis with Deep Learning using BERT | Coursera Project Network | ★★★★☆4.4 (364 Reviews) | 02 Hours |
2. | Applied Text Mining and Sentiment Analysis with Python | Udemy | ★★★★☆4.4 (314 Reviews) | 2.5 Hours |
3. | Sentiment Analysis in Python | datacamp | ★★★★☆4.4 (314 Reviews) | 04 Hours |
4. | Hands-On Natural Language Processing | LinkedIn Learning | ★★★★☆4.4 (35 Reviews) | 50 Min |
5. | Sentiment Analysis with LSTM and Keras in Python | Udemy | ★★★★★4.5 (51 Reviews) | 03 Hours |
6. | NLP: Twitter Sentiment Analysis | Coursera Project Network | ★★★★★4.6 (324 Reviews) | 03 Hours |
7. | Perform Sentiment Analysis with scikit-learn | Coursera Project Network | ★★★★★4.5 (406 Reviews) | 02 Hours |
8. | Sentiment Analysis in R | datacamp | — | 04 Hours |
9. | Introduction to Sentiment Analysis in R with quanteda | Coursera Project Network | — | 02 Hours |
10. | Basic Sentiment Analysis with TensorFlow | Coursera Project Network | ★★★★★4.5 (197 Reviews) | 02 Hours |
11. | Machine learning and Lexicon approach to Sentiment analysis | Udemy | ★★★★★4.7 (39 Reviews) | 3.5 Hours |
We select each course following a meticulous process that evaluates the depth of course content. Other factors include instructor expertise in machine learning and NLP and practical case studies. Our focus is to offer courses that depict both theoretical knowledge and hands-on experience in sentiment analysis.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Excellent ★★★★★ | Fair ★★★☆☆ | Fair ★★★☆☆ |
In this course, the instructor explains how you can reprocess and clean data for BERT classification.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Good ★★★★☆ | Fair ★★★☆☆ | Fair ★★★☆☆ |
If you are interested in learning how to perform sentiment analysis on Twitter then this course is what you need. You will learn to do that by combining text mining and NLP techniques and Scikit-Learn.
This “Sentiment Analysis in Python” class is all about helping you make sense of the sentiment expressed in various documents.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Good ★★★★☆ | Fair ★★★☆☆ | Fair ★★★☆☆ |
This is an advanced level course that teaches the practical application of major natural language processing tasks. Here you will learn to replicate the knowledge in data that you work with.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Good ★★★★☆ | Fair ★★★☆☆ | Fair ★★★☆☆ |
This course will allow you to understand how to do sentiment classification using LSTM in Keras and Python.
For a deep dive into how emotions and opinions are gauged in educational settings, check out our ‘Understanding Learner Sentiment Analysis: A Comprehensive Guide.’
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Excellent ★★★★★ | Fair ★★★☆☆ | Fair ★★★☆☆ |
This beginner level guided-project is all about explaining how to create a pipeline to remove stop-words, and punctuation, and perform tokenization.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Excellent ★★★★★ | Fair ★★★☆☆ | Fair ★★★☆☆ |
This guided project explains how you can build and employ a logistic regression classifier sing Scikit-learn.
This is the type of course that helps you understand how to identify positive and negative language and make compelling visualizations. Here you will be taught how to apply your sentiment analysis skills to Airbnb reviews and learn what makes for a good rental and so much more.
This course talks about how you can run your first generic and targeted sentiment analysis using a dataset of US presidential concession speeches.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Excellent ★★★★★ | Fair ★★★☆☆ | Fair ★★★☆☆ |
This “Basic Sentiment Analysis with TensorFlow” course talks about how to create, train, and evaluate a neural network in TensorFlow. Here you will understand what word embedding is in detail.
Online Course Effectiveness Score | |||
Content | Engagement | Practice | Career Benefit |
Excellent ★★★★★ | Good ★★★★☆ | Fair ★★★☆☆ | Fair ★★★☆☆ |
This course is all about explaining how to create a twitter developer account and then connect to Twitter API.
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