Natural Language Processing (NLP) with BERT

Movies reviews Semantic analysis using BERT
Free tutorial
Rating: 4.2 out of 5 (1,344 ratings)
22,093 students
1hr of on-demand video
English
English [Auto]

Natural Language Processing
How to implement the BERT model
Sentiment Analysis
How to code in Python with Google Colab

Requirements

  • NLP Basics

Description

Are you ready to dive right into one of the most exciting developments in data science right now: Google’s breakthrough NLP algorithm, BERT!

Testing your skills with practical courses is one of the best and most enjoyable ways to learn data science…and now we’re giving you that chance for FREE.

Our new case study course: Natural Language Processing (NLP) with BERT shows you how to perform semantic analysis on movie reviews using data from one of the most visited websites in the world: IMDB!

Perform semantic analysis on a large dataset of movie reviews using the low-code Python library, Ktrain.

But, why is BERT so revolutionary?

Not only is it a framework that has been pre-trained with the biggest data set ever used, it is also remarkably easy to adapt to different NLP applications, by adding additional output layers. This allows users to create sophisticated and precise models to carry out a wide variety of NLP tasks.

AI expert Hadelin de Ponteves guides you through some basic components of Natural Language Processing, how to implement the BERT model and sentiment analysis, and finally, Python coding in Google Colab.

Here’s how this 1-hour case study course will unfold:

Part 1: Data Preprocessing

  • Loading the IMDB dataset

  • Creating the training and test sets

Part 2: Building the BERT model

Part 3: Training and evaluating the BERT model

  • Getting the learner instance

  • Training and evaluating the BERT model

Plus, you’ll do it all using Google’s Colab free, browser-based notebook environment that runs completely in the cloud. It’s a game-changing interface that will save you time and supercharge your data science toolkit.

If you’ve been waiting for a chance to put your NLP skills to the test then this is the opportunity you've been waiting for. Click the ‘Enroll Now’ button and see you inside!


Who this course is for:

  • Anyone interested in Natural Language Processing
  • Anyone interested in learning about BERT

Instructors

AI Entrepreneur
Hadelin de Ponteves
  • 4.5 Instructor Rating
  • 284,566 Reviews
  • 1,535,769 Students
  • 40 Courses

Social Media:

Instagram: @hadelindeponteves

Twitter: @hadelinponteves


Bio:

Hadelin is an online entrepreneur who has created 30+ top-rated educational e-courses to the world on new technology topics such as Artificial Intelligence, Machine Learning, Blockchain and Cryptocurrencies.


Summary:

2M+ online courses sold.

1.5M+ students.

30+ online courses created.

4.5/5 instructor average rating.

2 books written.

Helping Data Scientists Succeed
Ligency I Team
  • 4.6 Instructor Rating
  • 580,716 Reviews
  • 2,099,157 Students
  • 150 Courses

Hi there,

We are the Ligency team. You will be hearing from us when new Ligency courses are released, when we publish new podcasts, blogs, share cheatsheets and more!

We are here to help you stay on the cutting edge of Data Science and Technology. 

See you in class,

Sincerely,

Ligency Team!

Helping Data Scientists Succeed
Ligency Team
  • 4.6 Instructor Rating
  • 562,837 Reviews
  • 2,099,154 Students
  • 105 Courses

Hi there,

We are the Ligency PR and Marketing team. You will be hearing from us when new courses are released, when we publish new podcasts, blogs, share cheatsheets and more!

We are here to help you stay on the cutting edge of Data Science and Technology.

See you in class,

Sincerely,

The Real People at Ligency

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