Data Science Dojo

MARCH 30, 2023

In this blog post, we will explore REST API in detail, including its definition, components, benefits, and best practices. REST (Representational State Transfer) is an architectural style that defines a set of constraints for creating web services. What is REST API? Code on Demand : REST API supports the execution of code on demand.

System Architecture 545

System Architecture Python Database 545

AWS Machine Learning Blog

APRIL 2, 2025

They require efficient systems for distributing workloads across multiple GPU accelerated servers, and optimizing developer velocity as well as performance. Ray is an open source framework that makes it straightforward to create, deploy, and optimize distributed Python jobs. We primarily focus on ML training use cases. The fsdp-ray.py

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Clustering AWS AI AI 119

AWS Machine Learning Blog

NOVEMBER 17, 2023

The following code snippet demonstrates how to call the Amazon Rekognition DetectModerationLabel API to moderate images within an AWS Lambda function using the Python Boto3 library: import boto3 # Initialize the Amazon Rekognition client object rekognition = boto3.client('rekognition') For more detailed information, refer to the GitHub repo.

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AWS ML ML Algorithm 120

Pickl AI

DECEMBER 4, 2023

Criteria Data Intelligence Data Information Artificial Intelligence Data Analysis Definition Data Intelligence involves the analysis and interpretation of data to derive actionable insights. Python), model deployment Work on open-source projects, contribute to online forums, and pursue specialised Machine Learning certifications.

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Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

The MLOps Blog

APRIL 17, 2023

Learn more Explainability and Auditability in ML: Definitions, Techniques, and Tools Monitor and evaluate experiment performance for effective decision-making Most of the time, it makes sense to compare the results of experiments done with different dataset versions and parameters. One of those principles describes modularity.

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Data Scientist ML ML Machine Learning 52