AWS Machine Learning Blog

MAY 3, 2023

Each business problem is different, each dataset is different, data volumes vary wildly from client to client, and data quality and often cardinality of a certain column (in the case of structured data) might play a significant role in the complexity of the feature engineering process.

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AWS Machine Learning Blog

DECEMBER 4, 2023

Overview of solution Five people from Getir’s data science team and infrastructure team worked together on this project. The project was completed in a month and deployed to production after a week of testing. He worked at Turkcell, mainly focused on time series forecasting, data visualization, and network automation.

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AWS Machine Learning Blog

NOVEMBER 8, 2023

Code generation, completion, and suggestions Let’s examine several situations where Amazon CodeWhisperer can be useful. By automating the development of repetitive or complex code, code generation tools minimize the possibility of human error while focusing on platform-specific optimizations.

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The MLOps Blog

JUNE 27, 2023

This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics. Automated pipelining and workflow orchestration: Platforms should provide tools for automated pipelining and workflow orchestration, enabling you to define and manage complex ML pipelines.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Batch predictions with model monitoring – The inference pipeline built with Amazon SageMaker Pipelines runs on a scheduled basis to generate predictions along with model monitoring using SageMaker Model Monitor to detect data drift. data/ mammo-train-dataset-part2.csv data/mammo-batch-dataset.csv – Will be used to generate inferences.

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Marktechpost

NOVEMBER 13, 2024

Among SiteGround’s features are an integrated CDN for quicker load times, daily backups, and an internal monitoring system for complete security. Big data solutions, deep learning, and machine learning are supported by the platform. Pay-as-you-go pricing makes the platform affordable for companies of all kinds.

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Pickl AI

FEBRUARY 10, 2025

Summary: This blog provides an in-depth look at the top 20 AWS interview questions, complete with detailed answers. Amazon S3 (Simple Storage Service) is an object storage service that provides high durability and availability for data storage. Implementing Auto Scaling to adjust capacity based on demand. What Are IAM Roles?

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The MLOps Blog

FEBRUARY 5, 2023

These days when you are listening to a song or a video, if you have auto-play on, the platform creates a playlist for you based on your real-time streaming data. A streaming data pipeline is an enhanced version which is able to handle millions of events in real-time at scale.

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AWS Machine Learning Blog

NOVEMBER 14, 2024

Optionally, if Account A and Account B are part of the same AWS Organizations, and the resource sharing is enabled within AWS Organizations, then the resource sharing invitation are auto accepted without any manual intervention. Following are the steps completed by using APIs to create and share a model package group across accounts.

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Flipboard

SEPTEMBER 25, 2023

Automated social media caption or text generation Words can be incredibly powerful. Whether you need to promote a new product, share industry insights, or simply want to connect with your audience, automated text generation can save valuable time while keeping your social media game strong.

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AWS Machine Learning Blog

AUGUST 15, 2024

Amazon SageMaker Canvas now empowers enterprises to harness the full potential of their data by enabling support of petabyte-scale datasets. Starting today, you can prepare your petabyte-scale data and explore many ML models with AutoML by chat and with a few clicks. Enter the S3 URI for the file and choose Go , then choose Next.

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AWS Machine Learning Blog

JANUARY 26, 2023

SageMaker provides automated model tuning , which manages the undifferentiated heavy lifting of provisioning and managing compute infrastructure to run several iterations and select the optimized model candidate from training. Best Egg runs SageMaker training jobs with automated hyperparameter tuning powered by Bayesian optimization.

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AWS Machine Learning Blog

FEBRUARY 7, 2025

Currently, we improve our model by incorporating increasingly accurate labeled data, a process that takes around 34 weeks of training on a single GPU. Deployment is fully automated with GitLab CI/CD pipelines, Terraform, and Helm, requiring less than an hour to complete without any downtime.

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