Harnessing Amazon Kinesis in Machine Learning and Artificial Intelligence

Amazon Kinesis, a suite of services offered by AWS, allows the collection, processing, and analysis of real-time streaming data, proving integral to advances in machine learning and artificial intelligence. The services support real-time ingestions, predictions, anomaly detection, personalized user experiences, predictive maintenance, fraud detection, and natural language processing. The tool's scalability, data quality, cost management, and security presents challenges, which can be mitigated with proper configuration, data validation, and robust monitoring.

https://atozofsoftwareengineering.blog/2023/10/30/harnessing-amazon-kinesis-in-machine-learning-and-artificial-intelligence/

ICYMI: Google Data Manager API v1.6 adds store sales and expands Analytics events: Google's Data Manager API v1.6 adds store sales ingestion to Google Ads and expands Analytics event support across web and app data streams - released May 7. https://ppc.land/google-data-manager-api-v1-6-adds-store-sales-and-expands-analytics-events/ #GoogleDataManager #APIs #GoogleAds #Analytics #DataIngestion
Google Data Manager API v1.6 adds store sales and expands Analytics events

Google's Data Manager API v1.6 adds store sales ingestion to Google Ads and expands Analytics event support across web and app data streams - released May 7.

PPC Land
Building an AI-Powered Conference App with .NET's Composable AI Stack - .NET Blog

Learn how we built ConferencePulse, an AI-powered conference assistant, using .NET's composable AI stack including Microsoft.Extensions.AI, DataIngestion, VectorData, Model Context Protocol, and Microsoft Agent Framework.

.NET Blog

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Building an AI-Powered Conference App with .NET’s Composable AI Stack
https://devblogs.microsoft.com/dotnet/building-ai-conference-app-dotnet-composable-stack/ #dotnet #AI #agentframework #aspire #dataingestion #MCP #MEAI #vectordata

Building an AI-Powered Conference App with .NET's Composable AI Stack - .NET Blog

Learn how we built ConferencePulse, an AI-powered conference assistant, using .NET's composable AI stack including Microsoft.Extensions.AI, DataIngestion, VectorData, Model Context Protocol, and Microsoft Agent Framework.

.NET Blog
Announcing Copy Job Activity in Data Factory Pipeline (Generally Available) | Microsoft Fabric Blog | Microsoft Fabric

This milestone marks a major step forward in unifying and simplifying data movement experiences across Data Factory. With Copy Job Activity, users can now enjoy the simplicity and speed of Copy Job while leveraging the orchestration power and flexibility of Data Factory pipelines. What is the Copy job Activity&nbsp; Copy Job Activity allows you to &hellip; <p class="link-more"><a href="https://blog.fabric.microsoft.com/en-us/blog/announcing-copy-job-activity-now-general-available-in-data-factory-pipeline/" class="more-link">Continue reading<span class="screen-reader-text"> &#8220;Announcing Copy Job Activity in Data Factory Pipeline (Generally Available)&#8221;</span></a>

Ingest files into your Fabric Data Warehouse using the OPENROWSET function | Microsoft Fabric Blog | Microsoft Fabric

Data ingestion is one of the most important actions in the Data Warehouse solutions. In Microsoft Fabric Data Warehouse, the OPENROWSET function provides a powerful and flexible way to read data from files stored in Fabric OneLake or external Azure Storage accounts. Whether you’re working with Parquet, CSV, TSV, or JSONL files, the OPENROWSET function &hellip; <p class="link-more"><a href="https://blog.fabric.microsoft.com/en-us/blog/ingest-files-into-your-fabric-data-warehouse-using-the-openrowset-function/" class="more-link">Continue reading<span class="screen-reader-text"> &#8220;Ingest files into your Fabric Data Warehouse using the OPENROWSET function&#8221;</span></a>

Meles – công cụ mã nguồn mở AGPL bằng Java cho thu thập & lưu trữ dữ liệu. Hỗ trợ nguồn đa dạng (serial, TCP, I2C), xử lý bằng script XML, tính toán lambda, gửi qua MQTT, lưu vào Postgres/SQLite, hiển thị Grafana, cảnh báo qua draw.io (email/matrix). Chưa có GUI, nhưng có thể điều khiển bằng telnet, matrix, email. #OpenSource #Meles #DataIngestion #DAQ #Java #IoT #MãNguồnMở #DữLiệu

https://www.reddit.com/r/opensource/comments/1qge9rx/meles_an_agpl_tool_for_data_ingestion_and_storage/

Introducing Data Ingestion Building Blocks (Preview) - .NET Blog

Announcing the preview of open, modular data ingestion building blocks in .NET, empowering developers to build scalable AI pipelines with seamless integration, extensibility, and easy getting started experiences across the .NET ecosystem.

.NET Blog