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Machine Learning Consulting – What it is and how businesses can benefit
Data science consulting

Machine Learning Consulting – What it is and how businesses can benefit

How can machine learning consulting deliver value to your business? Is the buzz about AI all hype? Thomas Wood from leading UK consultancy Fast Data Science explains.

Generative Adversarial Networks Made Easy
Generative ai

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.

The Brave New World of AI in Pharmaceuticals
Ai in pharma

The Brave New World of AI in Pharmaceuticals

Introduction to AI in pharma Artificial intelligence is now affecting every area of our lives. From the self-driving cars that increasingly populate our roads, to the virtual assistants that live in our phones (and have spelt the end of anyone naming their child Siri or Alexa ever again).

Natural language processing is changing these 5 industries
Ai for businessNatural language processing

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?
Natural language processing

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.

Can machine learning transform the shipping industry?
Ai for business

Can machine learning transform the shipping industry?

We built a machine learning model to predict which shipping vessels are likely to be held in detention. The model made it into the shortlist of the Singapore Ocean of Opportunities AI Track, an internationally renowned event where competing companies aim to build AI solutions for the shipping industry.

Building explainable machine learning models
Ai for business

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 and businesses can understand.

10 reasons why data science projects fail
Data science project management

10 reasons why data science projects fail

More than 80% of data science projects fail and never deliver an ROI for the business. What’s behind the high failure rate and how can we change this?

Measuring the accuracy of AI for healthcare?
Ai in healthcare

Measuring the accuracy of AI for healthcare?

Left: a benign mammogram, right: a mammogram showing a cancerous tumour. Source: National Cancer Institute You may have read about the recent Google Health study where the researchers trained and evaluated an AI model to detect breast cancer in mammograms.

The future of chatbots?
Natural language processing

The future of chatbots?

You may have seen the news about Facebook’s new futuristic chatbot trained for empathy on 1.5 billion Reddit posts. You might be wondering, how it is possible to make a computer program converse with humans in a natural way?

Predicting employee turnover
Ai for business

Predicting employee turnover

One challenge that large organisations face today is the problem of understanding and predicting which employees are going to leave the business, called employee turnover prediction or workforce attrition prediction.

Automated ML: the end of the data scientist?
Ai ethics

Automated ML: the end of the data scientist?

What is automated ML? Automated machine learning is software which in theory allows anybody to design, train, and deploy machine learning models to production environments without needing to write any code.

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