Favorite Machine learning (ML) practitioners gather data, design algorithms, run experiments, and evaluate the results. After you create an ML model, you face another problem: serving predictions at scale cost-effectively. Serverless technology empowers you to serve your model predictions without worrying about how to manage the underlying infrastructure. Services like
Favorite From the bold, swirling movement in Vincent van Gogh’s paintings, to the surreal, confident brushstrokes of Frida Kahlo, many famous artists have instantly recognizable styles. Now you can use these styles to transform your own photos. With Art Transfer, a new feature in the Google Arts & Culture app,
Favorite When running deep learning models in production, balancing infrastructure cost versus model latency is always an important consideration. At re:Invent 2018, AWS introduced Amazon SageMaker Neo and Amazon Elastic Inference, two services that can make models more efficient for deep learning. In most deep learning applications, making predictions using
Favorite In the past decade, deep learning has advanced many different areas, such as computer vision and natural language processing. State-of-the-art models now achieve near-human performance in tasks such as image classification. Deep neural networks can achieve this because they consist of millions of parameters that you train on large
Favorite This post is co-written by Alexander Carlson, a machine learning engineer at Autodesk. Autodesk started its digital transformation journey years ago by moving workloads from private data centers to AWS services. The benefits of digital transformation are clear with generative design, which is a new technology that uses cloud
Favorite People will engage with KM if the benefit to them outweighs the cost. Here are 20 ways to tip the scales in favour of Benefit. Balance scale, by winnifredxoxo on Flickr At a purely individual level, people will decide how to spend their time and energy based on an
Favorite There are three main types of KM roles in an organition; the business roles with a KM focus, the KM roles with a business focus, and the central roles . The business roles are focused on the business outcome which KM supports, while the KM roles focus on the
Favorite Starting Tuesday, March 24, 2020, NVIDIA GTC Digital is offering courses for you to learn AWS best practices to accomplish your ML goals faster and more easily. Registration is free, so register now. The following sessions are available from AWS: S22492: Train BERT in One Hour Using Massive Cloud
Favorite This post is co-written by Arte Merritt, co-founder and CEO of Dashbot. In their own words, “Dashbot is an analytics platform for chatbots and voice skills that enables enterprises to increase engagement, satisfaction, and conversions through actionable insights and tools.” After you have deployed a bot, it is critical
Favorite While there’s plenty of information out there on artificial intelligence, it’s not always easy to distinguish fact from fiction or find explanations that are easy to understand. That’s why we’ve teamed up with Google to create The A to Z of AI. It’s a series of simple, bite-sized explainers to