Devang Sachdev, Snorkel AI: On easing the laborious process of labelling data

Correctly labelling training data for AI models is vital to avoid serious problems, as is using sufficiently large datasets. However, manually labelling massive amounts of data is time-consuming and laborious.

Using pre-labelled datasets can be problematic, as evidenced by MIT having to pull its 80 Million Tiny Images datasets. For those unaware, the popular dataset was found to contain thousands of racist and misogynistic labels that could have been used to train AI...

Ash Damle, TMDC: Data-based business decisions in real-time

A collection of clocks.

Ash Damle, Head of AI and Data Science at TMDC, explains how the company is humanising and democratising data access.

AI News: The Modern Data Company (TMDC) aims to “democratise” data access. What are the benefits to enterprises? 

Ash Damle: Modern companies are data companies. When a data company’s best asset, its data, is only accessible by a handful of individuals, then the company is only scratching the surface of what data can do.

Democratisation of...

UK eases data mining laws to support flourishing AI industry

The UK is set to ease data mining laws in a move designed to further boost its flourishing AI industry.

We all know that data is vital to AI development. Tech giants are in an advantageous position due to either having existing large datasets or the ability to fund/pay for the data required. Most startups rely on mining data to get started.

Europe has notoriously strict data laws. Advocates of regulations like GDPR believe they’re necessary to protect consumers, while...

How sports clubs achieve a slam dunk in loyalty with data

The way we watch, engage, and interact with our favourite sports clubs is undergoing a seismic shift. Recent UK research suggests that data will now have a more important role in fan engagement than ever before. In this article, we take a closer look at what this means for sports clubs serious about future-proofing their strategy to attract and retain loyal fans.

Matchday may be the ‘pinnacle’ for sports fans, but for sports clubs, the real battleground is that period between...

US appeals court decides scraping public web data is fine

The US Ninth Circuit Court of Appeals has decided that scraping data from a public website doesn’t violate the Computer Fraud and Abuse Act (CFAA).

In 2017, employment analytics firm HiQ filed a lawsuit against LinkedIn’s efforts to block it from scraping data from users’ profiles.

The court barred Linkedin from stopping HiQ scraping data after deciding the CFAA – which criminalises accessing a protected computer – doesn’t apply due to the information being...

Ready to boost your business with analytics? This data expert reveals all

By itself, data is like a bicycle with no wheels. It can’t go anywhere. That’s where the power of analytics comes in. Similar to the wheels of a bike, analytics powers data to reveal meaningful trends and insights, enabling organisations to make key business decisions. 

As data sets increase and become more complicated, manual analytics processes become less feasible. And as data gathering evolves, analytics has to keep up. That’s where advanced analytics joins the...

Reducing crime with better visualisation of data

Effective policing relies on good data. The prevention and reduction of crime, particularly serious and organised crime, depends on law enforcement agencies being able to gain swift insights from the huge and increasing amount of information at their disposal.

The problem, given the sheer volume and variety of that data, is where to look first. So much of the data available to law enforcement data analysts and senior staff is unstructured. In other words, it doesn’t line up in...

92% of product decision-makers say data and analytics is critical to success

A new study, “The Business Intelligence Landscape,” commissioned by Sisense and conducted by The Harris Poll among product decision-makers, highlights that companies offering data and analytics to their customers have a competitive advantage and reap the benefits of increased revenue and loyalty. 

However, the report shows there are some challenges to overcome. For example, 53% of respondents wish their analytics experience was more aligned with user-friendly entertainment...

Data driven leadership: trends and opportunities

According to a survey by Harvard Business Review Analytic Services, almost 75% of organisations don’t have a leadership that supports a data-driven culture or nurtures analytics-led innovation. Alarmingly, 24% of respondents say their company culture tends to limit access to information, and 20% think that organisational structure impedes use of analyzed data.

Executives also report that the adoption of analytics is at a standstill, and they have yet to realise the long-term...

IBM enhances Watson Discovery’s natural language processing capabilities

IBM has announced enhancements to the natural language processing (NLP) capabilities of Watson Discovery.

Watson Discovery is an AI-powered intelligent search and text-analytics platform that can retrieve critical information buried in enterprise data.

In one case study, Woodside Energy had no way to retrieve the 30 years’ worth of valuable engineering and drilling knowledge that was buried in unstructured documentation. Using the existing NLP capabilities of Watson...