Posts in tag

Data


Synthetic datasets are increasingly being used to train AI models. These promise greater privacy and less bias, but are not without their drawbacks. Synthetic datasets are becoming increasingly popular for training artificial intelligence models. Proponents of this computer-generated data say it protects personal information and reduces the chances of bias emerging in AI systems. But …

The pace of technological innovation has increased dramatically over the last century. Furthermore, over the last decade, advances in the information technology world have grown exponentially, especially in the world of Artificial Intelligence (AI) and machine learning (ML). These changes have a growing impact on our lives, affecting everything from entertainment to personal finances, to eLearning. Let’s look back …

Will a computer ever be more creative than a human? In this compelling program, artists, musicians, neuroscientists, and computer scientists explore the future of artistry and imagination in the age of artificial intelligence. Today, there are robots that make art, move like dancers, tell stories, and even help human chefs devise unique recipes. But is …

New documentation standards in machine learning can enable responsible technology. These risk management strategies highlight how organizations can be compliant while protecting their valuable intellectual property. The growing use of machine learning (ML), within a global drive toward digital acceleration, raises the question, “Who’s minding the store?” We’ve seen many examples of both the power …

What does it mean for a machine to learn? In a way, machines learn just like humans. They infer patterns from data through a combination of experience and instruction. In this article, we will give you a sense of the applications for machine learning and explain why Python is a perfect choice for getting started. …

This article is part of the Global Technology Governance Summit The COVID-19 crisis is shining a Klieg light on the immense challenges of planning for the future amid extreme uncertainty. Now more than ever, leaders need tools to help them understand where they are headed beyond the near-term. Futures discussions can feel like a blizzard of …

While building a machine learning model, data scaling in machine learning is the most significant element through data pre-processing. Scaling may recognize the difference between a model of poor machine learning and a stronger one. Machine learning algorithm only recognizes numerical if there is a significant difference in the dimension, say few varying in tens …

This article will serve as a lesson on the shocking reasons for your AI adoption disaster. We see news about machine learning everywhere. Indeed, there is lot of potential in machine learning. According to Gartner’s predictions, “Through 2020, 80% of AI projects will remain alchemy, run by wizards whose talents will not scale in the organization” and Transform …

Artificial Intelligence can improve lives, but to avoid issues such as accuracy, human control, transparency, bias and privacy challenges, its use needs to be carefully and ethically managed. One way to do this is to set up a national “Centre for Excellence” to champion the ethical use of AI and help roll out training and …

Did you ever daydream about fighting crime like Batman? You know, using the Bat computer to get intel on a certain criminal or track their whereabouts, to be alerted when a crime is in progress, or even remotely deploy robotic measures to stall or detain a villain. Now your fantasies are closer to reality with …