Predict Rating given Amazon Product Reviews using NLP
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Predict Rating given Amazon Product Reviews
using NLP

  • Learn how to use Python to predict ratings given Amazon product text reviews.
  • Covers the foundational NLP concepts with intuition, theory and code demo
  • Practice using Python packages such as nltk, gensim, re, sklearn for various NLP tasks

Created by Selva Prabhakaran

  • 26 Video Lessons

  • English

  • English captions

What you will learn

01

Foundational concepts

of NLP

02

Text Pre-processing steps for internet data

03

Bag of Words Model

04

TF-IDF based models

05

Creating Unigrams, Bigrams and Trigrams with sklearn

06

Training Word2Vec models

07

Methods to approximate Word2Vec for sentences

Course Curriculum

Requirements

  • Courses Page1 Basics of Python
  • Courses Page1 Foundational knowledge of Data Science
  • Courses Page1 High school maths

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Software/Data engineers interested in quantitative analysis

  • Professionals working with large datasets

  • Data analysts, economists, researchers

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

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