Exploring the psychology of society

Azure Machine Learning provides multiple ways to submit ML training jobs. In this article, you'll learn how to submit jobs using the following methods: SDK v2 is currently in public preview. The preview version is provided without a service level agreement, and it's not recommended for production workloads. Certain features might not be supported or might have constrained capabilities. For more information, see Supplemental Terms of Use for Microsoft Azure Previews.

What is Intel Geti Platform? The Intel Geti software enables teams to rapidly develop AI models. Our intuitive computer vision solution reduces the time needed to build models by easing the complexities of model development and harnessing greater collaboration between teams. Most importantly, Intel Geti platform unlocks faster time-to-value for digitalization initiatives with AI.

We are looking for a Research Fellow who will be responsible for undertaking in-depth research and innovation in machine learning, data science, and artificial intelligence on natural language processing for information extraction and knowledge discovery that lead to publications in top-tier international conferences and journals, as well as real-world implementations. At NUS, the health and safety of our staff and students are one of our utmost priorities, and COVID-vaccination supports our commitment to ensure the safety of our community and to make NUS as safe and welcoming as possible. Many of our roles require a significant amount of physical interactions with students/staff/public members. Even for job roles that may be performed remotely, there will be instances where on-campus presences are required. In accordance with Singapore's legal requirements, unvaccinated workers will not be able to work on the NUS premises with effect from 15 January 2022.

I recently built a brain MRI segmentation project, that segments out tumors from MRI scans with 93% accuracy. In this article, however, I will be diving deeper into the open-source dataset that I used. This dataset was talked about in a research paper that I discuss in this article and has been linked to the bottom of the page. The Kaggle contributor for this particular dataset is Mateusz Buda, who is a Senior Machine Learning Engineer at IQVIA. The dataset was obtained from The Cancer Imaging Archive (TCIA) and The Cancer Genome Atlas (TCGA).

In 2019, Amazon founder Jeff Bezos predicted that within a decade, robotic systems will be advanced enough to grasp items with the dexterity of a human hand. Three years later, Amazon looks to be making progress toward that goal. A recent video published on the company's science blog features a new "pinch-grasping" robot system that could one day do a lot of the work that humans in Amazon warehouses do today. Or, potentially, help workers do their jobs more easily. The topic of warehouse automation is more relevant than ever in the retail and e-commerce industries, especially for Amazon, which is the largest online retailer and the second-largest private sector employer in the US.

AI-based writing software is threatening to replace the art of writing. I am sure you've seen or heard stories about the new AI-based software that is capable of mimicking art to the point where it can create pieces that have won art contests. Well, I am writing because it's come to my attention there are programs in development and even in use at this very moment that allow people to generate entire sections of text based on prompts. You may have seen the sillier versions that come up with mostly nonsense in years past, but the newer programs apparently are beginning to mimic high-level literature. In time, they have the potential to replace actual writers and generate entire novels and storylines without a user needing any practice or training of their own.

China's first artificial intelligence agricultural robot has officially started round-the-clock inspections in the smart vegetable and fruit greenhouse of the China-Israel Demonstration Farm in the Haixia Modern Agriculture Demonstration Park of the Fujian Academy of Agricultural Sciences, marking that the Fujian artificial intelligence agricultural robot has officially entered the practical application from the research and development stage. Seen in the Israeli demonstration farm, this robot looks like a white cartoon character with clear facial features and body. It can complete 360-degree rotation and movement through the wheels at the bottom and smoothly along the cultivation gutters, automatic inspection, fixed-point collection, automatic turning, automatic return, automatic charging, and automatic detouring if encountering obstacles on the way. "We have developed integrated multi-channel sensor technology for this robot so that it has human-like facial features." Zhao Jian, deputy director of the Institute of Digital Agriculture, Fujian Academy of Agricultural Sciences, said.

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Chipotle Mexican Grill will test two new advanced technologies to improve operations, the company said Tuesday in a press release. The advanced technology includes a kitchen management system powered by AI and machine learning. It predicts demand-based cooking and ingredient preparation forecasts. The technology will be tested at eight restaurants in Orange County, California. Another technology involves customers using the chain's app to get real-time date to better utilize "order readiness messaging, wrong pick-up location detection, reminders to scan the Chipotle Rewards QR code at checkout," among other tools.