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 Machine Learning Artificial Inteligence 95

O'Reilly Media - Ideas

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Product Management 136

Product Management Artificial Inteligence Machine Learning Weak Development Team 136

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 54

Open Source Data Machine Learning Artificial Inteligence 54

TechCrunch

JULY 16, 2021

Commenting in a statement, Will Wolf of Polychain Capital, said: “We’re incredibly excited to partner with the Nym team to further their mission of bringing robust, sustainable and permissionless privacy infrastructure to all Internet users. Earlier raises included a $2.5 million seed round in 2019.

Technical Review 334

Technical Review Network Internet Off-The-Shelf 334

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

Artificial Inteligence 94

Artificial Inteligence Training Metrics Off-The-Shelf 94

O'Reilly Media - Ideas

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. The new category is often called MLOps. However, the concept is quite abstract. What does a modern technology stack for streamlined ML processes look like?

DevOps 141

DevOps Data Software Review Technical Advisors 141

Daniel Bryant

OCTOBER 18, 2021

Katie Gamanji framed it perfectly in her opening keynote:  —  @danielbryantuk Developer experience is now a top priority for vendors, open-source projects, and platform teams Although several of the Ambassador Labs team kicked off the week by presenting and attending at EnvoyCon (which looked great!),

Software Review 98

Software Review Technical Review Cloud Off-The-Shelf 98

Confluent

MARCH 4, 2019

It usually starts with the opening of a firehose that continuously broadcasts tons of events before they start mining it to create music out of simply noise. Cloud is one of the key drivers for innovation. Innovative companies experiment with data to come up with something useful. But cloud alone doesn’t solve all the problems.

Cloud 89

Cloud Fractional CTO Software Review Banking 89

Bernd Rucker

JULY 13, 2021

Infrastructure provisioning or IT automation (e.g. Now, there are two very different types of digital or integration processes: Standard processes : Whenever your company doesn’t want to differentiate via the process you can buy commercial off-the-shelf software (COTS) like ERP, CRM, or HR systems.

Open Source 58

Open Source Tools Technical Advisors Software Development 58

Altexsoft

AUGUST 30, 2018

Source: Atlassian. Developers wrote code; the system administrators were responsible for its deployment and integration. As there was limited communication between these two silos, specialists worked mostly separately within a project. That was fine when Waterfall development dominated. What is DevOps? DevOps principles.

DevOps 90

DevOps Engineering Continuous Delivery Systems Administration 90

O'Reilly Media - Ideas

NOVEMBER 22, 2022

To help us understand technological health, we asked several CTOs in the Asia-Pacific (APAC) region what their companies are doing to prevent security incidents, how they use open source software, how they use technology strategically, and how they retain employees in a challenging job market. Being Proactive About Security.

Open Source 76

Open Source Engineering Culture Weak Development Team Fractional CTO 76