Do you want to learn how to perform sentiment analysis? The answer
should almost always be yes if you are working in any business domain.
Every company on the face of the earth wants to know what its
customers feel about its products and services — and sentiment
analysis is the easiest and most accurate way of finding out the
answer to this question.
By learning to perform sentiment analysis, you will make yourself
invaluable to any company, especially those who are interested in
quality assurance of their products and those working with business
intelligence; and this is almost all sensible companies, large and
small, nowadays.
In this course, we make it easy to perform sentiment analysis. In the
very first video, we introduce a sentiment analysis engine of fewer
than 60 lines that can perform industry-grade sentiment analysis. We
then spend the rest of the course explaining these very powerful 60
lines so that you have a thorough understanding of the code. After you
are done with this course, you will immediately be able to plug this
system into your existing pipelines to perform sentiment analysis of
any text you can throw at it.
That is one of the reasons you should use Python for sentiment
analysis and not some other data science language such as R. If you
work with R for sentiment analysis, you still have to put in a lot of
effort to take this skill to the market. If you write your sentiment
analysis engine in Python, incorporating your code into your final
business product is dead easy.
The second important tip for sentiment analysis is that the latest
success stories do not try to do it by hand. Instead, you train a
machine to do it for you. That is why we use deep sentiment analysis
in this course: you will train a deep-learning model to do sentiment
analysis for you. That way, you put in very little effort and get
industry-standard sentiment analysis — and you can improve your
engine later by simply utilizing a better model as soon as it becomes
available with little effort.
All the code files are placed at
https://github.com/PacktPublishing/Sentiment-Analysis-through-Deep-Learning-with-Keras-and-Python
Les mer
Produktdetaljer
ISBN
9781839217449
Publisert
2023
Utgave
1. utgave
Utgiver
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter