Menu
Badge IconAccelerate your Career

Develop a Sentiment Analysis Application Using Python

Learn how to build a real sentiment analysis system from scratch using Python. This project-based course gives you hands-on experience with NLP, machine learning, and model deployment, so you don’t just learn the theory, you build something that works!
Develop a Sentiment Analysis Application Using Python Thumbnail
GeeksJoin 2.0k geeks
5.0Rating

2000+

enrolled

2 Hours

of Recorded Content

1 Modules

with Certifications

English

Language

Only₹1499
200025.04% OFF

Professionals from Top Industries Learn from Us

Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo
Flipkart Logo
Chargebee Logo
Juspay Logo
Frshworks Logo
Paypal Logo
Zoho Logo

Course Overview

This course will help you turn raw text into real insights. You’ll start by understanding what sentiment analysis is and why it’s used across industries to track public opinion, customer feedback, and brand perception. From there, you’ll learn how to clean and preprocess data, explore key patterns, and convert text into numerical form using techniques like TF-IDF and Word2Vec. The course walks you through training a sentiment classification model, improving its accuracy, and finally deploying it as a working application. You’ll get to work with Python libraries like scikit-learn or TensorFlow and gain experience with both front-end and back-end integration. By the end, you’ll have a complete sentiment analysis project—built, tested, and ready to share.

Explore Our Industry-Aligned Curriculum

Course Syllabus

Course Requirements

  • PointBasic knowledge of Python programming
  • PointInterest in NLP and real-world applications
Badge Icon

Accelerate your Career

Develop a Sentiment Analysis Application Using Python
Career Banner Image

Real Career Stories Powered By Upskilling

"Previously in IT services, I wanted to upgrade to a new field but didn’t know how. The trust I got from HCL GUVI was enormous; I quit my job and took HCL Guvi Courses . I’ve now been placed as a Data Scientist at AI Enterprise Software India Ltd. I’m feeling blessed and didn’t expect this level of help!"

S

Sonia Kola

Data scientist

"I wanted to make a career shift to IT, so I joined the HCL Guvi Courses. I interviewed with 10 companies and received 3 offers. I eventually accepted an offer from a product-based company and am currently working as a Software Developer at iQuanti India Pvt. Ltd."

R

Rakesh

Software Developer

"My world changed after joining HCL GUVI. The Courses helped me to develop apps from scratch—a vital skill for any developer—and I worked on projects like GooglePay and YouTube clones. I was placed at a product-based company, Zest Money. If you want to upskill and join a product-based company, I highly recommend the HCL Guvi Courses."

M

Muntha Pawan Kumar

Software Developer

"I enrolled in the UI/UX Design course at HCL GUVI to master the art of user-centric design. The course was brilliantly structured, moving from wireframing basics to high-fidelity prototyping and user testing. Learning tools like Figma and working on real-world case studies helped me a lot ."

S

Shaik Ahmad

Associate Product Manager

Awards & Achievements

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.
Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.
Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.
HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums
For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.
HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums
Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Certification

Industry-recognized Develop a Sentiment Analysis Application Using Python Certificate

Certificates are generated after the completion of course.

Certificates are globally recognized & they help Enhance your profile.

Certificate

Frequently Asked Questions

Start by collecting text data, then clean and preprocess it using techniques like tokenization and stemming. Next, train a classification model and deploy it through a web interface or API. This course walks you through each step in detail.