The pros of artificial intelligence technology have always been followed up with the cons of leveraging these technologies. With the launch of every new system that requires users to share personal and biometric data, a school of thought has emerged voicing the…
The world is now at a crucial point in technology evolution. The future depends on its deployment across all industries today, including in higher education. Artificial Intelligence-based technologies are thought to promote rather than hinder democratic values including freedom, equality, and transparency….
This is the 2nd part of a series on ML Bias by Serhii Pospielov, AI practice lead, Exadel. While part one focused on what bias in machine learning is and where we can spot it, this article discusses reducing bias in ML and reinforcing…
More than ever, organizations are putting their confidence – and investment – into the potential of artificial intelligence (AI) and machine learning (ML). According to the 2022 IBM Global AI Adoption Index, 35% of companies report using AI today in their business, while an additional…
Documentation is something that gets misunderstood a lot IMO. These are my macro-level conceptual thoughts on the topic (applies to Data and beyond) Its Objective: Context & Clarity In more details, you want to make sure that the future readers/users (yourself included!)…
Getting the software right is important when developing machine learning models, such as recommendation or classification systems. But at eBay, optimizing the software to run on a particular piece of hardware using distillation and quantization techniques was absolutely essential to ensure scalability….
In 2015, representatives from more than 196 countries met in Le Bourget, France to sign the Paris Agreement. The legally binding treaty limits global warming to a rise of well below 2 degrees Celsius compared to preindustrial levels, preferably capping warming at…
Robots in agriculture are becoming increasingly used by the industry today. An example would be the multiple analytics and machine learning tools used in smart farming to help with predicting harvests. One of these tools, agriculture robots, are normally used collaboratively (known as cobots)….
Today’s marketers face major challenges as the regulatory and technical environment in which they operate continues to shift, while the days of the third-party cookie are severely numbered. Bobby Gray, head of analytics and data marketing at Artefact, looks at how organizations…
As we’ve written here before, JPMorgan is at the forefront of artificial intelligence (AI) hiring in the banking industry. – When we looked in March 2021, the bank had 160 AI-related vacancies open globally. Six months later, it still has 120 openings where AI…
