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  • Project : Classifying Sentiment of Reviews using BERT (NLP)

Project : Classifying Sentiment of Reviews using BERT (NLP)

  • Build a text deep learning based NLP model (BERT) which can classify sentiments of reviews on an E-Commerce Platform.

Created by Selva Prabhakaran

  • 18 Video Lessons

  • English

  • English captions

Validity Period: 365 days

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  •  Course Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts

What you will learn

01

What is Sentiment
Analysis?

02

What are Transformers in
deep learning?

03

How is BERT better than
traditional NLP models

04

Various usecases of BERT

05

How to implement transfer
learning with BERT?

06

Build a Sentiment Classification
model step by step

07

Evaluate and Optimize sentiment
classification model

Course Curriculum

3 Modules      |    20 Sessions     |    29 min Total Time  

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Introduction to Transformers

Sessions: 9 | Time: 12 min expand_more

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Introduction to BERT

Sessions: 4| Time: 6 min expand_more

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Classifying Sentiment of Reviews using BERT (NLP) (Code Demo)

Sessions: 7| Time: 11 min expand_more

Requirements

  • Courses Page1 Basic Maths and Logical Reasoning
  • Courses Page1 Curiosity about Data Science
  • Courses Page1 Learning Mindset

Who should attend this course?

  • Future Data Scientists and ML Engineers

  • Product Managers, Program Managers, Scrum Masters working in ML/Data science project

  • Software/Data engineers interested in quantitative analysis

  • Software engineers interfacing with data science team

  • Executives who have to lead or interact with Data Scientists

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

Validity Period: 365 days

Get Subscription

Already Subscribed? Click here to access your courses

  •  Workshop Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts