Data science

Semantic similarity with sentence embeddings
Data scienceNatural language processing

Semantic similarity with sentence embeddings

In natural language processing, we have the concept of word vector embeddings and sentence embeddings. This is a vector, typically hundreds of numbers, which represents the meaning of a word or sentence.

How is AI being used in healthcare?
Ai and societyData science

How is AI being used in healthcare?

We often hear about the potential for AI in healthcare, or how it could transform organisations like the UK’s National Health Service.

Large language models (LLM) and NLP: A new era of AI and ML has begun
Data scienceNatural language processing

Large language models (LLM) and NLP: A new era of AI and ML has begun

Large Language Models and NLP: Overview AI has seen remarkable advancements in recent years and one of its most notable ones is the development of LLMs or large language models.

Fast Data Science presenting Harmony at AICamp
Data science

Fast Data Science presenting Harmony at AICamp

Upcoming Tech Talk: at the AICamp AI Meetup (London): AI, Generative AI, LLMs Are you interested in how AI is transforming the field of social sciences?

NLP in Healthcare: Revolutionizing Patient Care & Operations
Data scienceNatural language processing

NLP in Healthcare: Revolutionizing Patient Care & Operations

How NLP Enhances Healthcare Delivery and Operations (+ 8 NLP Strategies and 8 Applications) Natural Language Processing (NLP) in healthcare is just what the industry needs.

Retrieval-augmented generation (RAG) and natural language processing
Data scienceNatural language processing

Retrieval-augmented generation (RAG) and natural language processing

Natural language processing (NLP) is revolutionising how businesses interact with information. But large language models, or LLMs (also known as generative models or GenAI) can sometimes struggle with factual accuracy and keeping up with real-time information.

Is generative AI a threat to creative industries?
Ai and societyData science

Is generative AI a threat to creative industries?

The AI ethics debate: does generative AI harm creative industries? Artists are worried that DALL-E could put them out of a job.

Will AI replace doctors, lawyers, writers, engineers, or radiologists?
Ai and societyData science

Will AI replace doctors, lawyers, writers, engineers, or radiologists?

In 2016, the British computer scientist and Turing Award winner Geoffrey Hinton stated: We should stop training radiologists now. It’s just completely obvious that within five years, deep learning is going to do better than radiologists.

Finance named entity recognition
Data scienceNatural language processing

Finance named entity recognition

Some finance companies have contacted Fast Data Science with a need for a very customised named entity recognition solution. Clients prepare lists of investments which could be funds or companies, and request a check on those companies.

Business uses of natural language processing - the 2024 capabilities of NLP
Data scienceNatural language processing

Business uses of natural language processing - the 2024 capabilities of NLP

What is NLP in business environments? Natural language processing (NLP) is a branch of AI (Artificial Intelligence), empowering computers to not just understand but also process and generate language in the same way that humans do.

The Impact of AI in the Legal Industry
Ai and societyData science

The Impact of AI in the Legal Industry

We examine the potential influence of machine learning and AI on the legal industry. AI has transformed a number of industries but has not yet had a disruptive impact on the legal industry.

Understanding cities through foot traffic data analytics
Data scienceBig data

Understanding cities through foot traffic data analytics

How can we analyse and predict pedestrian (foot traffic) data? In today’s hyperconnected world, our smartphones have become inseparable companions, constantly gathering and transmitting data about our whereabouts and movements.

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