Natural language processing

Named Entity Recognition and Product Recognition
Data scienceNatural language processing

Named Entity Recognition and Product Recognition

Named entity recognition (NER) is the task of recognising proper names and words from a special class in a document, such as product names, locations, people, or diseases.

Training machine learning models from sensitive data
Ai and societyData science

Training machine learning models from sensitive data

Does protecting sensitive data mean that you also need to compromise the performance of your machine learning model? If you study machine learning in university, or take an online course, you will normally work with a set of publicly available datasets such as the Titanic Dataset, Fisher’s Iris Flower Dataset, or the Labelled Faces in the Wild Dataset.

Finding similar documents
Data scienceNatural language processing

Finding similar documents

How NLP document similarity algorithms can be used to find similar documents and build document recommendation systems. Let us imagine that you are reading a document, and would like to find which other documents in a database are most similar to it.

Revolutionising Data Science at Non-Profits
Ai and societyData science

Revolutionising Data Science at Non-Profits

How can natural language processing and data science help non-profits (charities) such as the White Ribbon Alliance analyse survey data and share it with the world?

What Women Want dashboard 25 March launch!
Ai and societyData science

What Women Want dashboard 25 March launch!

Register for the launch event on 29 March 2021 here: https://bit.ly/3uSYIKH. Click here to visit the dashboard. Visit our What Women Want dashboard!

What is NLP?
Data scienceNatural language processing

What is NLP?

People often ask us, what kind of consulting do we do at Fast Data Science? If we say NLP, the next question is normally, ‘what is NLP?

Natural Language Processing
Data scienceNatural language processing

Natural Language Processing

Introduction What is Natural Language Processing and where is NLP heading over the next few years? By the UK-based NLP consulting company Fast Data Science.

Your Guide to Natural Language Processing (NLP) Approaches: Statistical and Symbolic NLP
Ai and societyData science

Your Guide to Natural Language Processing (NLP) Approaches: Statistical and Symbolic NLP

With the rise of artificial intelligence, automation is becoming a part of everyday life. Natural Language Processing (NLP) has proven to be a key part of this breakthrough.

Generative Adversarial Networks Made Easy
Ai and societyComputer vision

Generative Adversarial Networks Made Easy

Would you hire or date this person? There’s a catch: she doesn’t exist! I generated the image in a few seconds using the software StyleGAN.

Natural language processing is changing these 5 industries
Ai and societyData science

Natural language processing is changing these 5 industries

What is Natural Language Processing? Natural Language Processing (NLP) is the area of artificial intelligence dealing with human language and speech.

Can stylometry tell who wrote Dominic Cummings' controversial statement?
Ai and societyData science

Can stylometry tell who wrote Dominic Cummings' controversial statement?

One rule for the establishment, another for everyone else… Owen Jones, The Guardian Dominic Cumming’s statement in the Rose Garden If you live in the UK it will have been hard to avoid the media coverage about Dominic Cummings' trip to Durham just after the start of the Coronavirus lockdown.

Building explainable machine learning models
Computer visionData science

Building explainable machine learning models

How we explain how a neural network can recognise an image? Sometimes as data scientists we will encounter cases where we need to build a machine learning model that should not be a black box, but which should make transparent decisions that humans can understand.

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