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Average Ratings 0 Ratings

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ease
features
design
support

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Description

Daft is an advanced framework designed for ETL, analytics, and machine learning/artificial intelligence at scale, providing an intuitive Python dataframe API that surpasses Spark in both performance and user-friendliness. It integrates seamlessly with your ML/AI infrastructure through efficient zero-copy connections to essential Python libraries like Pytorch and Ray, and it enables the allocation of GPUs for model execution. Operating on a lightweight multithreaded backend, Daft starts by running locally, but when the capabilities of your machine are exceeded, it effortlessly transitions to an out-of-core setup on a distributed cluster. Additionally, Daft supports User-Defined Functions (UDFs) in columns, enabling the execution of intricate expressions and operations on Python objects with the necessary flexibility for advanced ML/AI tasks. Its ability to scale and adapt makes it a versatile choice for data processing and analysis in various environments.

Description

Rockfish Data represents the pioneering solution in the realm of outcome-focused synthetic data generation, effectively revealing the full potential of operational data. The platform empowers businesses to leverage isolated data for training machine learning and AI systems, creating impressive datasets for product presentations, among other uses. With its ability to intelligently adapt and optimize various datasets, Rockfish offers seamless adjustments to different data types, sources, and formats, ensuring peak efficiency. Its primary goal is to deliver specific, quantifiable outcomes that contribute real business value while featuring a purpose-built architecture that prioritizes strong security protocols to maintain data integrity and confidentiality. By transforming synthetic data into a practical asset, Rockfish allows organizations to break down data silos, improve workflows in machine learning and artificial intelligence, and produce superior datasets for a wide range of applications. This innovative approach not only enhances operational efficiency but also promotes a more strategic use of data across various sectors.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon Web Services (AWS)
Apache Arrow
Apache Iceberg
Apache Spark
Databricks
Delta Lake
Google Cloud Platform
JSON
Microsoft Azure
PyTorch
Python
Rust
Unity Catalog
pandas

Integrations

Amazon Web Services (AWS)
Apache Arrow
Apache Iceberg
Apache Spark
Databricks
Delta Lake
Google Cloud Platform
JSON
Microsoft Azure
PyTorch
Python
Rust
Unity Catalog
pandas

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Daft

Country

United States

Website

www.getdaft.io

Vendor Details

Company Name

Rockfish Data

Founded

2022

Country

United States

Website

www.rockfish.ai/

Product Features

Data Science

Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports

Product Features

Alternatives

Alternatives