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What is Undrstnd?

Undrstnd Developers provides a streamlined way for both developers and businesses to build AI-powered applications with just four lines of code. You can enjoy remarkably rapid AI inference speeds, achieving performance up to 20 times faster than GPT-4 and other leading models in the industry. Our cost-effective AI solutions are designed to be up to 70 times cheaper than traditional providers like OpenAI, ensuring that innovation is within reach for everyone. With our intuitive data source feature, users can upload datasets and train models in under a minute, facilitating a smooth workflow. Choose from a wide array of open-source Large Language Models (LLMs) specifically customized to meet your distinct needs, all bolstered by sturdy and flexible APIs. The platform offers multiple integration options, allowing developers to effortlessly incorporate our AI solutions into their applications, including RESTful APIs and SDKs for popular programming languages such as Python, Java, and JavaScript. Whether you're working on a web application, a mobile app, or an Internet of Things device, our platform equips you with all the essential tools and resources for seamless integration of AI capabilities. Additionally, our user-friendly interface is designed to simplify the entire process, making AI more accessible than ever for developers and businesses alike. This commitment to accessibility and ease of use empowers innovators to harness the full potential of AI technology.

What is Amazon SageMaker Feature Store?

Amazon SageMaker Feature Store is a specialized, fully managed storage solution created to store, share, and manage essential features necessary for machine learning (ML) models. These features act as inputs for ML models during both the training and inference stages. For example, in a music recommendation system, pertinent features could include song ratings, listening duration, and listener demographic data. The capacity to reuse features across multiple teams is crucial, as the quality of these features plays a significant role in determining the precision of ML models. Additionally, aligning features used in offline batch training with those needed for real-time inference can present substantial difficulties. SageMaker Feature Store addresses this issue by providing a secure and integrated platform that supports feature use throughout the entire ML lifecycle. This functionality enables users to efficiently store, share, and manage features for both training and inference purposes, promoting the reuse of features across various ML projects. Moreover, it allows for the seamless integration of features from diverse data sources, including both streaming and batch inputs, such as application logs, service logs, clickstreams, and sensor data, thereby ensuring a thorough approach to feature collection. By streamlining these processes, the Feature Store enhances collaboration among data scientists and engineers, ultimately leading to more accurate and effective ML solutions.

Media

Media

Integrations Supported

AWS Lake Formation
Amazon Athena
Amazon Kinesis
Amazon Redshift
Amazon S3
Amazon SageMaker
Amazon SageMaker Data Wrangler
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Apache Spark
Databricks Data Intelligence Platform
Gemma
Groq
Hugging Face
Java
Llama
Ministral 8B
OpenAI
Snowflake
Whisper

Integrations Supported

AWS Lake Formation
Amazon Athena
Amazon Kinesis
Amazon Redshift
Amazon S3
Amazon SageMaker
Amazon SageMaker Data Wrangler
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Apache Spark
Databricks Data Intelligence Platform
Gemma
Groq
Hugging Face
Java
Llama
Ministral 8B
OpenAI
Snowflake
Whisper

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Undrstnd

Company Location

United States

Company Website

dev.undrstnd-labs.com

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/sagemaker/feature-store/

Categories and Features

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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