Natural Language Processing (NLP) with BERT

Movies reviews Semantic analysis using BERT
Rating: 4.6 out of 5 (1,237 ratings)
20,106 students
English
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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

Course content

5 sections9 lectures1h 0m total length
  • Getting started
    06:12
  • Dataset + Code + Colab Link
    00:11
  • Importing the libraries
    06:15

Instructors

AI Entrepreneur
Hadelin de Ponteves
  • 4.5 Instructor Rating
  • 270,057 Reviews
  • 1,435,619 Students
  • 33 Courses

Hadelin is the co-founder and CEO at BlueLife AI, which leverages the power of cutting edge Artificial Intelligence to empower businesses to make massive profits by innovating, automating processes and maximizing efficiency. Hadelin is also an online entrepreneur who has created top-rated educational e-courses to the world on topics such as Machine Learning, Artificial Intelligence and Blockchain.


Summary in numbers:

2M+ online courses sold.

1.4M students.

29 online courses created.

4.5/5 instructor average rating.

2 books written.


Instagram: @hadelin2p

Helping Data Scientists Succeed
Ligency I Team
  • 4.6 Instructor Rating
  • 542,394 Reviews
  • 1,943,504 Students
  • 131 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!