What is Natural Language Processing? Natural Language Processing (NLP) is the area of artificial intelligence dealing with human language and speech. It sits at the crossroads between a diverse number of disciplines, from linguistics to computer science and engineering, and of course, AI.
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.
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. So what can machine learning deliver for the shipping industry?
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. This can go against our instincts as scientists and engineers, as we would like to build the most accurate model possible.
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?
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.
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? Where are chatbots going and what does the future hold for them?
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.
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. It is often a drag-and-drop experience similar to PowerPoint.
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