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GCP – Perform hyperparameter tuning using R and caret on Vertex AI
To produce any sufficiently accurate machine learning model, the process requires tuning parameters and hyperparameters. Your model’s parameters are variables that your chosen machine learning technique uses to adjust to your data, like weights in neural networks to minimize loss. Hyperparameters are variables that control the training process itself. For example, in a multilayer perceptron, […]
GCP – Google Cloud Memorystore for Redis Best Practices – Tips for a highly performant and worry-free deployment.
Practices Tips for a Highly Performant and Worry-free Deployment Memorystore is a fully managed implementation of the open source in-memory databases Redis and Memcached. Memorystore makes it easy to build applications on Google Cloud to leverage in-memory stores based on open source Redis and Memcached. Many applications deployed in the cloud today use an in-memory […]
GCP – Geodata to the rescue: How the Düsseldorf Fire Department uses Google Cloud
Lesen Sie den Beitrag hier auf Deutsch Whether it’s a sprained foot or a burning building: when someone needs help, fire and emergency services come to the rescue. Being in charge of all fire, rescue, and first responder services is a huge responsibility, and it’s growing: urban areas are changing, and climate change brings new […]
AWS – Amazon SageMaker Experiments launches new capabilities to manage ML experiments performed in diverse IDEs
Amazon SageMaker Experiments now supports tracking and analysis of machine learning (ML) experiments performed in any IDE (e.g., SageMaker Studio, JupyterHub) or executable code (e.g., local notebooks, scripts) using the SageMaker Python SDK or Boto3. You can track the inputs, parameters, configurations, and results of your ML training iterations. You can assign, group, and organize these […]
AWS – AWS Marketplace introduces free trials for SaaS usage-based pricing products
AWS Marketplace is announcing free trials for SaaS usage-based pricing products, an extension of the free trials for SaaS contracts experience that was introduced on May 31, 2022. With free trials in AWS Marketplace, Independent Software Vendors (ISVs) can grow their business by reducing sign up friction and providing prospects a first-hand experience of the […]
AWS – Amazon Neptune Serverless is now available in 5 additional AWS Regions
Amazon Neptune Serverless is now available in the Canada (Central), Asia Pacific (Sydney), Asia Pacific (Singapore), Europe (Frankfurt), and Europe (Stockholm) AWS Regions. Read More for the details.
AWS – AWS Storage Gateway introduces Terraform modules for Amazon S3 File Gateway
AWS Storage Gateway introduces Terraform modules for deploying Amazon S3 File Gateways in VMware environments. You can now leverage Infrastructure as Code (IaC) to automate and streamline the provisioning and configuration of Amazon S3 File Gateways, providing users with a faster, repeatable, and secure deployment option that can scale. Read More for the details.
GCP – Google named a Leader in 2022 Gartner® Magic Quadrant™ for Cloud Database Management Systems
We’re excited to share that Gartner has recognized Google as a Leader in the 2022 Gartner® Magic Quadrant™ for Cloud Database Management Systems, for the third year in a row. We believe this recognition is a testimony to Google Cloud’s vision and strong track record of delivering continuous product innovation, especially in areas like open […]
AWS – Amazon EC2 M6a and C6a instances now available in five additional regions
Starting today, the general-purpose Amazon EC2 M6a instances and compute-optimized Amazon EC2 C6a instances are now available in US West (N. California), Asia Pacific (Singapore, Sydney, Tokyo), and Europe (London) regions. M6a and C6a instances are powered by third-generation AMD EPYC processors with an all-core turbo frequency of up to 3.6 GHz. M6a instances deliver […]
AWS – AWS IoT is now available in the AWS Middle East (UAE) Region
We’re excited to announce availability of AWS IoT Core and AWS IoT Device Management in the AWS Middle East (UAE) Region. The AWS Middle East (UAE) Region is the second Region in the Middle East, in addition to the Middle East (Bahrain) Region. Read More for the details.