AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. In this post, we discuss how you can build an AI-powered document processing platform with open source NER and LLMs on SageMaker.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

CIO

APRIL 15, 2025

During his one hour forty minute-keynote, Thomas Kurian, CEO of Google Cloud showcased updates around most of the companys offerings, including new large language models (LLMs) , a new AI accelerator chip, new open source frameworks around agents, and updates to its data analytics, databases, and productivity tools and services among others.

Cloud 139

Cloud Innovation Artificial Inteligence Google Cloud 139

CIO

JANUARY 20, 2023

Many companies have been experimenting with advanced analytics and artificial intelligence (AI) to fill this need. Yet many are struggling to move into production because they don’t have the right foundational technologies to support AI and advanced analytics workloads. Some are relying on outmoded legacy hardware systems.

Analytics 205

Analytics Artificial Inteligence Artificial Intelligence Hardware 205

Cloudera

SEPTEMBER 7, 2022

We believe that, as one of the earliest pioneers of industrial strength open source software, we have had the opportunity and the experience to help drive an acceleration in the evolution of some very fundamental shifts in open source development. Open source in the next decade. Let’s discuss. .

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Open Source Innovation Industry Big Data 112

Cloudera

JUNE 7, 2024

The prior day, Snowflake – still dealing with the aftermath of last week’s data breach – announced Polaris Catalog, a vendor-neutral, open catalog for Apache Iceberg. The company also announced at its annual user conference that Polaris Catalog will be open sourced in the next 90 days. How Open is Your Open Source?

Open Source 109

Open Source Linux Analytics Conference 109

TechCrunch

AUGUST 19, 2021

Open-source business intelligence company Metabase announced Thursday a $30 million Series B round led by Insight Partners. Increasingly, open source is the way software and information wants to be consumed, especially for the person that just wants to pull the data themselves, he added.

Business Intelligence 248

Business Intelligence Enterprise Tools Open Source 248

Hacker Earth Developers Blog

JANUARY 31, 2020

He is extremely passionate about open source and open science and is on a mission to make high-quality ML methods and applications that are easily applicable and available for everyone. Furthermore, he has authored Neural Network Architectures for Artificial Intelligence. Follow @AndrewYNg. Turing Award. Hilary Mason.

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Artificial Inteligence Machine Learning Artificial Intelligence Technical Advisors 362

Hacker Earth Developers Blog

JANUARY 31, 2020

He is extremely passionate about open source and open science and is on a mission to make high-quality ML methods and applications that are easily applicable and available for everyone. Furthermore, he has authored Neural Network Architectures for Artificial Intelligence. Follow @AndrewYNg. Turing Award. Hilary Mason.

Artificial Inteligence 362

Artificial Inteligence Machine Learning Artificial Intelligence Technical Advisors 362

AWS Machine Learning - AI

APRIL 1, 2025

Model Context Protocol Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any data source or tool. Through this architecture, MCP enables users to build more powerful, context-aware AI agents that can seamlessly access the information and tools they need.

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Generative AI AWS Artificial Inteligence Software Review 134

TechCrunch

FEBRUARY 2, 2022

RudderStack , a platform that focuses on helping businesses build their customer data platforms to improve their analytics and marketing efforts, today announced that it has raised a $56 million Series B round led by Insight Partners, with previous investors Kleiner Perkins and S28 Capital also participating. Image Credits: RudderStack.

Data 204

Data Machine Learning Artificial Inteligence Architecture 204

CIO

SEPTEMBER 19, 2024

The challenge is that these architectures are convoluted, requiring multiple models, advanced RAG [retrieval augmented generation] stacks, advanced data architectures, and specialized expertise.” The company isn’t building its own discrete AI models but is instead harnessing the power of these open-source AIs.

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CTO Coach Artificial Inteligence Open Source Fractional CTO 207

AWS Machine Learning - AI

OCTOBER 29, 2024

In contrast, our solution is an open-source project powered by Amazon Bedrock , offering a cost-effective alternative without those limitations. The frontend is built on Cloudscape , an open source design system for the cloud. Many commercial generative AI solutions available are expensive and require user-based licenses.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

Cloudera

AUGUST 3, 2021

Advanced analytics empower risk reduction . Advanced analytics and enterprise data are empowering several overarching initiatives in supply chain risk reduction – improved visibility and transparency into all aspects of the supply chain balanced with data governance and security. . Open source solutions reduce risk.

Analytics 111

Analytics Open Source Government Artificial Inteligence 111

CIO

APRIL 16, 2025

Digital tools are the lifeblood of todays enterprises, but the complexity of hybrid cloud architectures, involving thousands of containers, microservices and applications, frustratesoperational leaders trying to optimize business outcomes. Siloed point tools frustrate collaboration and scale poorly.

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Artificial Inteligence Artificial Intelligence Analysis Banking 88

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding. Additional integrations with services like Amazon Data Firehose , AWS Glue , and Amazon Athena allowed for historical reporting, user activity analytics, and sentiment trends over time through Amazon QuickSight.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

TechCrunch

OCTOBER 18, 2022

In the stream processing paradigm, app logic, analytics and queries exist continuously, and data flows through them continuously. Wu makes that case that only companies with deep pockets and data analytics expertise can adopt existing stream processing solutions, due to the complexity and high cost of ownership.

Cloud 207

Cloud Data Systems Review AWS 207

TechCrunch

OCTOBER 7, 2021

The underlying large-scale metrics storage technology they built was eventually open sourced as M3. It will give users more detailed notifications around workflows, with root cause analysis, and it will also give engineers, whether or not they are data science specialists, more tools to run analytics on their data sets.

Cloud 209

Cloud Sport Open Source Artificial Inteligence 209

TechCrunch

JUNE 1, 2022

Ethan Batraski is a partner at Venrock and focuses on data infrastructure, open source and developer tools. Today, thanks to the cloud, microservices, distributed applications, global scale, real-time data and deep learning, new database architectures have emerged to solve for new performance requirements. Ethan Batraski.

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Serverless Enterprise Microservices Open Source 245

InfoWorld

MARCH 8, 2024

LinkedIn has decided to open source its data management tool, OpenHouse, which it says can help data engineers and related data infrastructure teams in an enterprise to reduce their product engineering effort and decrease the time required to deploy products or applications. To read this article in full, please click here

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Open Source Tools Data Engineering Storage 72

Cloudera

SEPTEMBER 9, 2022

The promise of a modern data lakehouse architecture. This is the promise of the modern data lakehouse architecture. We’re bringing in new data sets in real time, from more diverse sources than ever before. Flexibility: With the increased maturity and expertise around advanced analytics techniques, we demand more.

Architecture 102

Architecture Innovation Data Open Source 102

Perficient

FEBRUARY 13, 2025

I want to understand more about the architecture from a Databricks perspective and I was able to find out some information from the Introducing SAP Databricks post on the internal Databricks blog page. Open Source Sharing The promise of SAP Databricks is the ability to easily combine SAP data with the rest of the enterprise data.

Government 64

Government Open Source Artificial Inteligence Machine Learning 64

Cloudera

OCTOBER 7, 2021

Within the context of a data mesh architecture, I will present industry settings / use cases where the particular architecture is relevant and highlight the business value that it delivers against business and technology areas. Introduction to the Data Mesh Architecture and its Required Capabilities.

Architecture 124

Architecture Data Security Technical Review 124

Cloudera

SEPTEMBER 24, 2021

One of the most substantial big data workloads over the past fifteen years has been in the domain of telecom network analytics. Advanced predictive analytics technologies were scaling up, and streaming analytics was allowing on-the-fly or data-in-motion analysis that created more options for the data architect.

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Analytics Network Innovation Open Source 96

AWS Machine Learning - AI

MARCH 13, 2025

In this post, we dive deeper into one of MaestroQAs key featuresconversation analytics, which helps support teams uncover customer concerns, address points of friction, adapt support workflows, and identify areas for coaching through the use of Amazon Bedrock. The following architecture diagram demonstrates the request flow for AskAI.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

TechCrunch

APRIL 13, 2021

Meroxa , a startup that makes it easier for businesses to build the data pipelines to power both their analytics and operational workflows, today announced that it has raised a $15 million Series A funding round led by Drive Capital. million seed round now brings total funding in the company to $19.2 million. .”

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Data Software Engineering Open Source Engineering 248

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. I also want to add a tool for the chatbot to call our internal API.

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AWS Software Review Knowledge Base Artificial Inteligence 119

Honeycomb

APRIL 23, 2025

Your bill increases in line with: Traffic volume Instrumentation density Instrumentation density is partly a function of architecture (a system with hundreds of microservices is going to generate a lot more spans than a monolith will) and partly a function of engineering intent. Is open source the future? People need options.

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Weak Development Team Metrics Storage Engineering 110

CIO

SEPTEMBER 26, 2023

Monterrey region to provide Telmex value-added services The new region in Mexico, in Monterrey, is part of Oracle’s distributed cloud strategy, under which the company provides a managed open source database service available across multiple clouds for transaction processing, analytics , and machine learning workloads.

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Cloud Strategy Generative AI Data Center 217

Altexsoft

JANUARY 22, 2020

As a result, it became possible to provide real-time analytics by processing streamed data. Please note: this topic requires some general understanding of analytics and data engineering, so we suggest you read the following articles if you’re new to the topic: Data engineering overview. What are streaming or real-time analytics?

Analytics 20

Analytics Data IoT Analysis 20

TechCrunch

NOVEMBER 15, 2022

The service became the cheekily named MotherDuck , a startup independent of the original DuckDB that’s focused on commercializing open source DuckDB packages. ” It’s a classic playbook — take an open source tool and build a service on top of it. MotherDuck today announced that it raised $47.5

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Analytics Open Source Systems Review Nonprofit 182

Cloudera

AUGUST 9, 2022

The truth is, the future of data architecture is all about hybrid. Hybrid data capabilities enable organizations to collect and store information on premises, in public or private clouds, and at the edge — without sacrificing the important analytics needed to turn that information into insight. Open source opens doors of opportunity.

Architecture 92

Architecture Strategy Data Open Source 92

AWS Machine Learning - AI

MARCH 20, 2025

Therefore, it was valuable to provide Asure a post-call analytics pipeline capable of providing beneficial insights, thereby enhancing the overall customer support experience and driving business growth. This is powered by the web app portion of the architecture diagram (provided in the next section).

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Generative AI Artificial Inteligence Metrics AWS 92

DevOps.com

APRIL 16, 2024

Migrating to an open source stack gives you control over telemetry data and reduces observability costs. Here's how to do it with open source.

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Open Source How To Data Continuous Delivery 77

Cloudera

AUGUST 1, 2024

The survey, ‘ The State of Enterprise AI and Modern Data Architecture ’ uncovered the challenges and barriers that exist with AI adoption, current enterprise AI deployment plans, and the state of data infrastructures and data management. While every business has adopted some form of data architecture, the types they use vary widely.

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Survey Architecture Enterprise Data 82

CIO

AUGUST 18, 2022

Those challenges are well-known to many organizations as they have sought to obtain analytical knowledge from their vast amounts of data. Moonfare, a private equity firm, is transitioning from a PostgreSQL-based data warehouse on AWS to a Dremio data lakehouse on AWS for business intelligence and predictive analytics.

Data 210

Data Technical Advisors Technical Review Artificial Inteligence 210

Cloudera

DECEMBER 17, 2024

Traditional data architectures struggle to handle these workloads, and without a robust, scalable hybrid data platform, the risk of falling behind is real. As more data is processed, carriers increasingly need to adopt hybrid cloud architectures to balance different workload demands. The first two reasons are cost and scale.

Enterprise 62

Enterprise Data Scalability Telecommunications 62

Cloudera

JUNE 7, 2021

Cloudera has been named as a Strong Performer in the Forrester Wave for Streaming Analytics, Q2 2021. We are proud to have been named as one of “ The 14 providers that matter most ” in streaming analytics. CDF enables such enterprises to achieve successful digital transformations with streaming analytics. It’s too late.

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Analytics Performance IoT Report 103