TechCrunch

NOVEMBER 16, 2020

Arrikto , a startup that wants to speed up the machine learning development lifecycle by allowing engineers and data scientists to treat data like code, is coming out of stealth today and announcing a $10 million Series A round. “We make it super easy to set up end-to-end machine learning pipelines. .

Artificial Inteligence 280

Artificial Inteligence Machine Learning Open Source Software Development 280

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 66

Artificial Inteligence Open Source AWS Serverless 66

CIO

NOVEMBER 4, 2024

Additionally, 90% of respondents intend to purchase or leverage existing AI models, including open-source options, when building AI applications, while only 10% plan to develop their own. Consistent data access, quality, and scalability are essential for AI, emphasizing the need to protect and secure data in any AI initiative.

Infrastructure 193

Infrastructure Marketing Data Artificial Inteligence 193

O'Reilly Media - Data

FEBRUARY 28, 2018

This is the third and final installment in this blog series comparing two leading open source natural language processing software libraries: John Snow Labs’ NLP for Apache Spark and Explosion AI’s spaCy. Training scalability. Scalability difference is significant. Scalability. Image courtesy of Saif Addin Ellafi.

Scalability 222

Scalability Performance Comparison Training 222

AWS Machine Learning - AI

DECEMBER 2, 2024

Finally, we delve into the supported frameworks, with a focus on LMI, PyTorch, Hugging Face TGI, and NVIDIA Triton, and conclude by discussing how this feature fits into our broader efforts to enhance machine learning (ML) workloads on AWS. This feature is only supported when using inference components. gpu-py311-cu124-ubuntu22.04-sagemaker",

Generative AI 106

Generative AI Artificial Inteligence Machine Learning AWS 106

The Crazy Programmer

MARCH 15, 2021

Average number of job openings (as per search on Indeed.com): 12,446 in US. It is a very versatile, platform independent and scalable language because of which it can be used across various platforms. It is frequently used in developing web applications, data science, machine learning, quality assurance, cyber security and devops.

Programming 317

Programming Open Source Trends Quality Assurance 317

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. In contrast, our solution is an open-source project powered by Amazon Bedrock , offering a cost-effective alternative without those limitations.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

O'Reilly Media - Data

OCTOBER 31, 2019

Opening keynote. Jeff Dean explains why Google open-sourced TensorFlow and discusses its progress. Watch “ Opening keynote “ Accelerating ML at Twitter. Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product.

Artificial Inteligence 246

Artificial Inteligence Machine Learning IoT Open Source 246

Confluent

FEBRUARY 6, 2019

Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy. It takes much more effort than just building an analytic model with Python and your favorite machine learning framework. Therefore, the majority of machine learning/deep learning frameworks focus on Python APIs.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

CIO

MARCH 31, 2025

Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering. Instead, they leverage open source models fine-tuned with their custom data, which can often be run on a very small number of GPUs. healthcare, agriculture).

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

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. The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

MAY 1, 2025

For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. We will deep dive into the MCP architecture later in this post.

Artificial Inteligence 114

Artificial Inteligence AWS Architecture Generative AI 114

AWS Machine Learning - AI

APRIL 30, 2025

Booking.com , one of the worlds leading digital travel services, is using AWS to power emerging generative AI technology at scale, creating personalized customer experiences while achieving greater scalability and efficiency in its operations. One of the things we really like about AWSs approach to generative AI is choice.

Generative AI 67

Generative AI Artificial Inteligence AWS Machine Learning 67

Netflix Tech

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?”

Open Source 95

Open Source Data Artificial Inteligence Machine Learning 95

Modus Create

DECEMBER 4, 2023

Today, I am excited to unveil a significant development in Modus Create’s commitment to open source — we have established Tweag as our open source program office (OSPO). Why we established an open source programming office Open source programming offices are more commonly seen from large product companies.

Open Source 105

Open Source Meeting Software Review Innovation 105

CIO

APRIL 12, 2024

These roles include data scientist, machine learning engineer, software engineer, research scientist, full-stack developer, deep learning engineer, software architect, and field programmable gate array (FPGA) engineer. It is used to execute and improve machine learning tasks such as NLP, computer vision, and deep learning.

Open Source 187

Open Source Artificial Inteligence Machine Learning Generative AI 187

AWS Machine Learning - AI

NOVEMBER 7, 2024

SageMaker JumpStart is a machine learning (ML) hub that provides a wide range of publicly available and proprietary FMs from providers such as AI21 Labs, Cohere, Hugging Face, Meta, and Stability AI, which you can deploy to SageMaker endpoints in your own AWS account. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

Cloudera

NOVEMBER 1, 2023

The use of Pinecone’s technology with Cloudera creates an ecosystem that facilitates the creation and deployment of robust, scalable, real-time AI applications fueled by an organization’s unique high-value data. We invite you to explore the improved functionalities of this latest AMP.

Artificial Inteligence 110

Artificial Inteligence Machine Learning Knowledge Base Architecture 110

Netflix Tech

OCTOBER 27, 2021

Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. link] Metaflow is a full-stack framework for data science that we started developing at Netflix over four years ago and which we open-sourced in 2019.

Open Source 92

Open Source Artificial Inteligence Machine Learning Real Estate 92

AWS Machine Learning - AI

APRIL 10, 2025

With a strong focus on trending AI technologies, including generative AI, AI agents, and the Model Context Protocol (MCP), Deepesh leverages his expertise in machine learning to design innovative, scalable, and secure solutions. He holds a Bachelors in Computer Science and Bioinformatics.

Generative AI 104

Generative AI AWS Technical Review Artificial Inteligence 104

AWS Machine Learning - AI

OCTOBER 29, 2024

Although the implementation is straightforward, following best practices is crucial for the scalability, security, and maintainability of your observability infrastructure. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

TechCrunch

APRIL 20, 2023

Fast-forward to today and CoreWeave provides access to over a dozen SKUs of Nvidia GPUs in the cloud, including H100s, A100s, A40s and RTX A6000s, for use cases like AI and machine learning, visual effects and rendering, batch processing and pixel streaming. ” It’ll also be put toward expanding CoreWeave’s team.

Artificial Inteligence 244

Artificial Inteligence Cloud Generative AI Google Cloud 244

CIO

APRIL 16, 2025

Machine learning models are ideally suited to categorizing anomalies and surfacing relevant alerts so engineers can focus on critical performance and availability issues. Petabyte-level scalability and use of low-cost object storage with millisec response to enable historical analysis and reduce costs.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

d2iq

FEBRUARY 19, 2021

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

Dzone - DevOps

AUGUST 9, 2023

Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. This article proposes a technique using Docker, an open-source platform designed to automate application deployment, scaling, and management, as a solution to these challenges.

Machine Learning 73

Machine Learning Artificial Inteligence Scalability Software Review 73

Openxcell

MARCH 23, 2023

But with technological progress, machines also evolved their competency to learn from experiences. This buzz about Artificial Intelligence and Machine Learning must have amused an average person. But knowingly or unknowingly, directly or indirectly, we are using Machine Learning in our real lives.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Examples Artificial Intelligence 98

CIO

OCTOBER 20, 2023

Embrace scalability One of the most critical lessons from Bud’s journey is the importance of scalability. For Bud, the highly scalable, highly reliable DataStax Astra DB is the backbone, allowing them to process hundreds of thousands of banking transactions a second. Artificial Intelligence, Machine Learning

Google Cloud 197

Google Cloud Artificial Inteligence Development Team Review Banking 197

CIO

JANUARY 4, 2024

The new entity will use an Intel generative AI system that can read text and images using a combination of open-source and in-house technology. It recently announced its intention to acquire Nod.ai, an open-source machine-learning and AI software provider.

Enterprise 183

Enterprise Company Generative AI Telecommunications 183

Prisma Clud

NOVEMBER 22, 2024

Better Together — Palo Alto Networks and AWS By combining the power of advanced cloud security solutions by Palo Alto Networks and the scalable cloud infrastructure by AWS, organizations can confidently navigate the complexities of cloud security. virtual machines, containers, Kubernetes, serverless applications and open-source software).

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

NOVEMBER 14, 2024

ComfyUI is an open source, node-based application that empowers users to generate images, videos, and audio using advanced AI models, offering a highly customizable workflow for creative projects. She’s passionate about machine learning technologies and environmental sustainability.

Engineering 115

Engineering AWS 3D Generative AI 115

AWS Machine Learning - AI

MARCH 13, 2025

Amazon SageMaker AI provides a managed way to deploy TGI-optimized models, offering deep integration with Hugging Faces inference stack for scalable and cost-efficient LLM deployment. Simon Pagezy is a Cloud Partnership Manager at Hugging Face, dedicated to making cutting-edge machine learning accessible through open source and open science.

Artificial Inteligence 103

Artificial Inteligence AWS Machine Learning Load Balancer 103

Hacker Earth Developers Blog

JANUARY 22, 2020

Right from programming projects such as data mining and Machine Learning, Python is the most favored programming language. Machine Learning engineer. It is available for everyone as an open-source, free-to-use project. Machine Learning developers. Common job roles requiring Python. Tech leads.

Technical Review 216

Technical Review Artificial Inteligence Machine Learning Software Review 216

Cloudera

JANUARY 20, 2021

Machine learning is now being used to solve many real-time problems. As a result, I decided to use an open-source Occupancy Detection Data Set to build this application. This table can be massively scaled to any use-case and this is why HBase is superior in this application as it’s a distributed, scalable, big data store.

Artificial Inteligence 115

Artificial Inteligence Machine Learning Applications Data 115

Palo Alto Networks

OCTOBER 22, 2024

The dynamic nature of cloud technology—with feature updates in public cloud services, new attack methods and the widespread use of open-source code—is now driving awareness of the risks inherent to modern, cloud-native development.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

TechCrunch

OCTOBER 7, 2021

Today a startup that’s built a scalable platform to manage that is announcing a big round of funding to continue its own scaling journey. The underlying large-scale metrics storage technology they built was eventually open sourced as M3.

Cloud 209

Cloud Sport Open Source Artificial Inteligence 209

AWS Machine Learning - AI

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. About the authors Omri Shiv is an Open Source Machine Learning Engineer focusing on helping customers through their AI/ML journey.

Artificial Inteligence 104

Artificial Inteligence AWS Artificial Intelligence Generative AI 104

TechCrunch

APRIL 22, 2022

Driven by a lack of scalability with legacy solutions, they’re looking for modern systems — including cloud-based systems — that support scaling while reducing costs and accelerating development. . Unsurprisingly, companies are increasingly embracing alternatives to relational databases, like NoSQL.

Fractional CTO 193

Fractional CTO Open Source Cloud Architecture 193