Remove stage
article thumbnail

Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction

Machine Learning Research at Apple

Sleep staging is a clinically important task for diagnosing various sleep disorders but remains challenging to deploy at scale because it requires clinical expertise, among other reasons. Deep learning models can perform the task but at the expense of large labeled datasets, which are unfeasible to procure at scale.

article thumbnail

10 Stages of the software development lifecycle for startups

Dataconomy

Let’s take a closer look at the key stages of software development for startups. Stages of the Development Process When developing a new product, it is necessary to be systematic to ensure that the product life cycle flows smoothly from inception to product release. Development This stage is key. Image credit ) 4.

195
195
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Grammy Awards Bans AI: Human Creators Take Center Stage

Analytics Vidhya

Let’s delve into the details of this game-changing ruling and its implications for the […] The post Grammy Awards Bans AI: Human Creators Take Center Stage appeared first on Analytics Vidhya. To preserve the essence of human creativity, this decision marks a significant turning point in the intersection of technology & art.

article thumbnail

Preventing Eye Blindness by Predicting Stages of Diabetic Retinopathy

Analytics Vidhya

So detecting stages of Diabetic Retinopathy is crucial for preventing eye blindness. This case study is about detecting eye blindness from the symptoms of diabetic retinopathy severity to prevent the […] The post Preventing Eye Blindness by Predicting Stages of Diabetic Retinopathy appeared first on Analytics Vidhya.

Analytics 229
article thumbnail

The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data and AI

Speaker: Aindra Misra, Sr. Staff Product Manager of Data & AI at BILL (Previously PM Lead at Twitter/X)

Explore the array of tools and technologies driving data transformation across different stages and states, from source to destination. Examine real world use cases, both internal and external, where data analytics is applied, and understand its evolution with the introduction of Gen AI.

article thumbnail

Demystifying Stages in Snowflake

Analytics Vidhya

The post Demystifying Stages in Snowflake appeared first on Analytics Vidhya. ArticleVideo BookThis article was published as a part of the Data Science Blogathon Introduction If you are just starting your journey with Snowflake, then I.

article thumbnail

The Slingshot Effect: A Late-Stage Optimization Anomaly in Adam-Family of Optimization Methods

Machine Learning Research at Apple

In this paper, we present a novel optimization anomaly called the Slingshot Effect, which manifests during extremely late stages of training. Adaptive gradient methods, notably Adam, have become indispensable for optimizing neural networks, particularly in conjunction with Transformers.

147
147