AWS Machine Learning

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

APIs 101

APIs Sales Surveys Analytics 101

AWS Machine Learning

NOVEMBER 9, 2023

This benefits enterprise software development and helps overcome the following challenges: Sparse documentation or information for internal libraries and APIs that forces developers to spend time examining previously written code to replicate usage. Inadvertent use of deprecated code and APIs by developers.

APIs 102

APIs Enterprise Metrics Engineering 102

AWS Machine Learning

DECEMBER 18, 2023

If you need an automated workflow or direct ML model integration into apps, Canvas forecasting functions are accessible through APIs. When the model is ready, select the model and click on the latest version Review the model metrics and column impact and if you are satisfied with the model performance, click Predict.

Finance 121

Finance APIs Analytics Big data 121

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 122

Analytics APIs Engineering Construction 122

Nicereply

JUNE 24, 2021

Created in 2010, the Customer Effort Score is fairly new to the scene but is becoming increasingly more popular. Customer Effort Score is a metric, which customer service teams are using to evaluate how easy customers thought it was to get a resolution to their recent contact. And the metric works. looks pretty good, right?

Customer effort 81

Customer effort Surveys Metrics Feedback 81

AWS Machine Learning

NOVEMBER 21, 2022

Evaluate model performance on the hold-out test data with various evaluation metrics. This notebook demonstrates how to use the JumpStart API for text classification. After the fine-tuning job is complete, we deploy the model, run inference on the hold-out test dataset, and compute evaluation metrics. Text classification.

Scripts 84

Scripts Metrics APIs Healthcare 84

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. From 2010 onwards, other PBAs have started becoming available to consumers, such as AWS Trainium , Google’s TPU , and Graphcore’s IPU.

Benchmark 94

Benchmark Banking Analytics Big data 94