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 …

Most of us benefit every day from the fact computers can now “understand” us when we speak or write. Yet few of us have paused to consider the potentially damaging ways this same technology may be shaping our culture. Human language is full of ambiguity and double meanings. For instance, consider the potential meaning of …

Making a career change, no matter how big or small is never an easy feat. However, when you’re moving to a field that requires as much technical knowledge as data science, things can get exponentially more difficult. That’s why proper preparation is essential. But here’s the thing: no matter how well-prepared we are, there will …

I’d like to explain briefly how we use artificial intelligence to count sunflower seeds in a photo taken with a mobile device. Agenda: 1. Business needs 2. Data preparation 3. Model structure 4. Used libs and tools 5. Results 6. Error analysis 7. Fails/Hypotheses 8. Conclusion 9. References 1. Business needs Fortunately for me, I …

How Cloud Computing and Artificial Intelligence can bring benefits to your business. I like to say that I was born in Information Technology (IT) from my career perspective. I had my adolescence when Cloud Computing (Cloud) was the hot word and emerging technology. Now, I am entering my adult life with Artificial Intelligence (AI). Hopefully, …

These are interesting times indeed! Almost every other technology-driven company is barging into Artificial Intelligence (AI) and Machine Learning (ML). Yes, even a layman contains a tremendous curiosity to know about AI technology. AI technology could potentially disrupt everything that we do in our daily lives. It is that exceptional and brilliant. Integration of AI …

The Internet of Things is powered by 3 emerging technologies – Artificial Intelligence, 5G and Big Data. When combined, Artificial Intelligence and the Internet of Things (AIoT) hold the promise of a more connected future. The AIoT fusion is increasingly becoming more mainstream, as it continues to transform the fundamental ways in which we live …

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 …

At its core, “artificial intelligence” is a perilous belief that fails to recognize the agency of humans. A leading anxiety in both the technology and foreign policy worlds today is China’s purported edge in the artificial intelligence race. The usual narrative goes like this: Without the constraints on data collection that liberal democracies impose and with …

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 …