Snorkel AI

MAY 3, 2023

This is a model trained on the Berkeley Deep Drive-100k dataset , performing bounding box tracking on the road. To see what I mean, let’s think about how you would build and deploy a self-driving car model. Here, the output typically contains some predefined categories such as pedestrians and cars and trucks, and so on.

Machine Learning 52

Machine Learning Neural Network Explainability Data Scientist 52

Snorkel AI

MAY 3, 2023

This is a model trained on the Berkeley Deep Drive-100k dataset , performing bounding box tracking on the road. To see what I mean, let’s think about how you would build and deploy a self-driving car model. Here, the output typically contains some predefined categories such as pedestrians and cars and trucks, and so on.

Machine Learning 52

Machine Learning Neural Network Explainability Data Scientist 52

AWS Machine Learning Blog

FEBRUARY 13, 2024

Also, when features used to train models offline in batch are made available for real-time inference, it’s hard to keep the two feature stores synchronized. There are two distinct categories of permissions associated with sharing resources: Discoverability permissions – Discoverability means being able to see feature group names and metadata.

ML 105

ML ML Engineer Machine Learning Data Scientist 105

O'Reilly Media

APRIL 23, 2024

Amazon too used everything from price, user reviews, popularity, and your individual purchase history to bring to the top the products they believed best matched their customers’ needs. There is little space left for organic results at the top of the page, the real estate that drives most sales. The market was maturing.

BERT 108

BERT Algorithm AI AI 108

ML Review

MARCH 31, 2019

Let’s quickly look at two categories of defenses that have been proposed so far: Adversarial training One of the easiest and most brute-force way to defend against these attacks is to pretend to be the attacker, generate a number of adversarial examples against your own network, and then explicitly train the model to not be fooled by them.

Neural Network 52

Neural Network Machine Learning Deep Learning Explainability 52

Cold Takes

JUNE 23, 2022

OK, so what's driving the weirdness? 6 (As noted below , I think many nonprofit boards have no formal process for reviewing the CEO's performance, and the ones that do often have a lightweight/underwhelming one.) adding and removing board members). What risks and decisions are big enough? Some thoughts in a footnote.

Explainability 59

Explainability 59

AI Impacts

DECEMBER 22, 2022

Others: wow that sounds extremely ambitious Some people: yeah but it's very important and also we are extremely smart so idk it could work [Work on it for a decade and a half] Some people: ok that's pretty hard, we give up Others: oh huh shouldn't we maybe try to stop the building of this dangerous AI?

AI 130

AI AI AI Researcher AI Research 130

Unite.AI

FEBRUARY 7, 2024

In this Skylum Luminar Neo Review, I'll discuss what it is, who it's best for, and how to create an account to download Luminar Neo. From there, I will discuss all its features with examples from each category so you know everything it can do. Skylum Review: Is It the Easiest AI Photo Editing Tool? Who is Luminar Neo Best For?

AI Tools 130

AI Tools AI AI Artificial Intelligence 130

AWS Machine Learning Blog

JUNE 27, 2023

When machine learning (ML) models are deployed into production and employed to drive business decisions, the challenge often lies in the operation and management of multiple models. The plant category was selected first for implementation. This blog post is co-written with Marat Adayev and Dmitrii Evstiukhin from Provectus.

DevOps 94

DevOps ML Machine Learning Automation 94

AWS Machine Learning Blog

DECEMBER 1, 2023

And experienced data scientists can be hard to come by. Review the generated transformation and choose Add to steps to add the transformation to the flow. Choose the target column and the model type will be automatically set as 2 category prediction. Name the model and select Predictive analysis as the model type.

Machine Learning 84

Machine Learning ML Categorization Data Quality 84

Marktechpost

JULY 23, 2023

It gives you an accurate and detailed breakdown of the organic and paid keywords, traffic sources, and other metrics your competitors use to drive traffic to their sites. Talkwalker Regarding free market research tools, Talkwalker Alerts is hard to beat.

Algorithm 52

Algorithm Machine Learning Automation AI Researcher 52

Cold Takes

NOVEMBER 29, 2022

It’s hard to give a concise analogy for this; the best I can do at the moment is the generic idea of Goodhart’s Law. I know it’s hard to imagine a Cold Takes post being wrong, but sometimes we have to entertain wild hypotheticals.) Limited and/or ambiguous warning signs. 9 I don’t expect these things.

AI 52

AI AI AI Developer AI Development 52

AWS Machine Learning Blog

NOVEMBER 30, 2023

With guardrails, customers can specify topics to avoid, and Amazon Bedrock will only provide users with approved responses to questions that fall in those restricted categories. It’s hard to bolt on security after the fact and expect it to work well. You can request rework (if necessary), approve and/or deploy!

Generative AI 125

Generative AI AI AI ML 125