Posts in category

Machine Learning


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 …

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. …

We recently launched Vertex AI to help you move machine learning (ML) from experimentation into production faster and manage your models with confidence—speeding up your ability to improve outcomes at your organization. But we know many of you are just getting started with ML and there’s a lot to learn! In tandem with building the Vertex AI …

Health care is at a junction, a point where artificial intelligence tools are being introduced to all areas of the space. This introduction comes with great expectations: AI has the potential to greatly improve existing technologies, sharpen personalized medicines, and, with an influx of big data, benefit historically underserved populations. But in order to do …

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, …

Editor’s note: This post features third party projects built with AI Platform. At Google I/O on May 18, 2021 Google Cloud announced Vertex AI, a unified UI for the entire ML workflow, which includes equivalent functionality from the AI Platform and new MLOps services. Most of the sample code and materials introduced in this post …

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 …

By applying modern machine learning and data science methods to “extreme” plasma physics, researchers can gain insight into our universe and find clues about creating a limitless amount of energy. In a recent perspective published in Nature, Lawrence Livermore National Laboratory (LLNL) scientists and international collaborators outline key challenges and future directions in using machine …