DataKitchen

APRIL 13, 2021

GitHub – A provider of Internet hosting for software development and version control using Git. AWS Code Commit – A fully-managed source control service that hosts secure Git-based repositories. Azure Repos – Unlimited, cloud-hosted private Git repos. . Acquired by DataRobot June 2019).

Testing 300

Testing Machine Learning Consulting Data Science 300

O'Reilly on Data

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. The need for an experimental culture implies that machine learning is currently better suited to the consumer space than it is to enterprise companies.

Management 363

Management Machine Learning Experimentation Metrics 363

CIO Business Intelligence

JUNE 13, 2024

Proof that even the most rigid of organizations are willing to explore generative AI arrived this week when the US Department of the Air Force (DAF) launched an experimental initiative aimed at Guardians, Airmen, civilian employees, and contractors. For now, AFRL is experimenting with self-hosted open-source LLMs in a controlled environment.

Testing 119

Testing Experimentation Data Processing Modeling 119

Domino Data Lab

JULY 2, 2019

See also: Caroline Lemieux’s slides for that NeurIPS talk, and Rohan Bavishi’s video from the RISE Summer Retreat 2019. Program Synthesis 101 ” – Alexander Vidiborskiy (2019-01-20). Automatic Program Synthesis of Long Programs with a Learned Garbage Collector ” – Amit Zohar, Lior Wolf (2019-01-22). Software writes Software?

Metadata 105

Metadata Data Science Machine Learning Data-driven 105

Jet Global

APRIL 27, 2023

In reaction to these rules, some jurisdictions, including those in the US, have proposed a qualified domestic minimum tax, which would allow the host country to step in and apply a minimum tax to its residents, precluding other jurisdictions from capturing the minimum tax under the income inclusion rule (IIR) or the undertaxed payments rule (UTPR).

Manufacturing 52

Manufacturing Marketing Reporting Risk 52

Business Over Broadway

MAY 22, 2019

I was invited as a guest in a weekly tweet chat that is hosted by Annette Franz and Sue Duris. According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

Domino Data Lab

MAY 8, 2019

At CMU I joined a panel hosted by Zachary Lipton where someone in the audience asked a question about machine learning model interpretation. They also require advanced skills in statistics, experimental design, causal inference, and so on – more than most data science teams will have. Let’s look through some antidotes.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105