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Based on our record, Amazon CloudWatch seems to be a lot more popular than Algorithmia. While we know about 54 links to Amazon CloudWatch, we've tracked only 5 mentions of Algorithmia. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
To push a model into production, there are additional concerns which the tools in the versioning, deployment and release space aim to solve. This includes obtaining adequate infrastructure to run the model reliably and facilitating easy model release or rollback. Solutions in the MLOps space includes Kubeflow, Pachyderm and Algorithmia. - Source: dev.to / over 2 years ago
And for enterprises that want to do the same with ML you can use algorithmia.com. Source: over 2 years ago
Algorithmia advertises themselves as an MLops platform for data scientists, and they provide an easy way to host models on a scalable REST API. Source: over 2 years ago
Seems similar to https://algorithmia.com. Source: over 2 years ago
Algorithmia.com — Host algorithms for free. Includes free monthly allowance for running algorithms. Now with CLI support. - Source: dev.to / almost 3 years ago
Real-time Monitoring with Amazon CloudWatch: Amazon CloudWatch enables you to monitor your Amazon Web Services Resources in real-time, collecting and tracking your metrics and log files automatically. Amazon CloudWatch enables automatic collection and tracking of metrics, collecting and monitoring log files, setting alarms, and reacting automatically to changes in your AWS resources across multiple regions.... - Source: dev.to / 27 days ago
There are several well-known 3rd party tools, such as Splunk or DataDog, but people often forget there is a handy set of tools provided by AWS under the CloudWatch banner. CloudWatch provides a range of services, such as exposing metrics, linking them to alarms, and X-ray services, to allow us to understand the performance of services in more depth. - Source: dev.to / 4 months ago
I use the OpenWeather API to receive the current temperature data by providing the latitude and longitude coordinates as query strings in the request. A Lambda function invokes the weather API and sends the current temperature value as a custom metric to CloudWatch. I then graph the temperature values on a dashboard and activate an alarm when the temperature sinks below zero degrees Celsius. - Source: dev.to / 5 months ago
The library provides “easy-to-use CDK constructs for monitoring your AWS infrastructure with Amazon CloudWatch.” It abstracts the CW widget creation and simplifies it with out of the box support for many AWS services such as API Gateway, Lambda, DynamoDB and more. - Source: dev.to / 6 months ago
Monitoring solutions - Familiarity with monitoring solutions like Amazon CloudWatch and AWS CloudTrail allows QA Engineers to proactively identify and address performance issues, ensuring optimal system functionality. - Source: dev.to / 10 months ago
Managed MLflow - Managed MLflow is built on top of MLflow, an open source platform developed by Databricks to help manage the complete Machine Learning lifecycle with enterprise reliability, security, and scale.
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