Category: Amazon SageMaker

Climate change is one of the most pressing issues of our time, and it’s becoming increasingly clear that we need to take rapid action to reduce our carbon emissions. To be carbon-neutral by 2050 and keep the Earth’s mean temperature below 2° C of preindustrial levels, the world must curb emissions by 7.6 percent per […]

Generative artificial intelligence (AI) applications like ChatGPT have captured the headlines and imagination of the public. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. Like all AI, generative AI is powered by machine learning (ML) models—very large models (known as Large Language […]

Introduction Artificial intelligence (AI) and machine learning (ML) have been a focus for Amazon for decades, and we’ve worked to democratize ML and make it accessible to everyone who wants to use it, including more than 100,000 customers of all sizes and industries. This includes manufacturing companies who are looking beyond AI/ML to generative AI […]

According to a recent Gartner® CEO survey – The Pause and Pivot Year, what is the “top new technology that CEOs believe will significantly impact their industry over the next three years”? You guessed it: Artificial Intelligence. “21% of CEO’s say AI is the top disruptive technology.”i Telcos are not alone in recognizing the immense […]

Like global landfills, the fashion industry waste problem is growing by the second. Retailers are struggling to address an enormous (and pressing) concern: what happens to their products after point-of-sale and what are the environmental implications? In the United States, companies spend an estimated $50 billion on product returns. These returned goods are responsible for […]

Energy companies are still using architectures based on monolithic systems when managing and billing energy service contracts. Architectures where the billing processes have been built using stored procedures inside a database are common. These architectures limit the capabilities of the business units to create, manage, and invoice contracts based on new products and services, especially […]

Since it was released back in November 2022, the internet has been buzzing about ChatGPT. Since then, retailers having been asking two main questions: what is it, and how will it impact my business? Let’s dive into both, staying high-level, and see if we can make sense of all the hype. What is Generative AI? […]

TC Energy operates one of North America’s largest energy infrastructure portfolios, delivering the energy that millions of people rely on to power their lives in a sustainable way. TC Energy’s portfolio includes three complimentary energy infrastructure businesses: A 93,300 km network of natural gas pipelines that supplies more than 25 percent of the daily clean-burning […]

There were a large number of new service announcements as well as partner and solution announcements that came out of AWS re:Invent 2022. To make it easy for advertising and marketing technology customers, we have identified a list of top announcements specific to this industry. Session summaries and access details to content on demand is […]

This blog focuses on a potential method to use Long Short Term Memory (LSTM) machine learning models to help customers predict parts that are likely to become defects or recalls. Specifically, we show how predictions generated from an LSTM may provide customers with early indicators that generally out-perform existing manual processes and can help assist […]