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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
Utelly offers an exceptional toolkit for content discovery tailored for TV and OTT clients, encompassing metadata aggregation, AI/ML enhancements, search and recommendation APIs, a CMS, and a promotion engine. By incorporating essential metadata catalogs, we create a comprehensive view of available content, supplemented by individual feeds that enrich this core dataset for enhanced content discovery. Our AI enrichment modules effectively improve sparse datasets, facilitating superior content discovery experiences. Clients can utilize our search functionality, which can be indexed either on specific catalogs or a unified dataset, ensuring a future-ready entertainment-focused search experience that delights users. Additionally, our robust recommendation engine employs advanced ML and AI techniques to deliver personalized suggestions, drawing insights from key indicators throughout a user's journey while continuously integrating varied datasets for optimal results. This holistic approach not only enhances user engagement but also streamlines content accessibility across platforms.
API Access
Has API
API Access
Has API
Integrations
Amazon Web Services (AWS)
Apache Arrow
Apache Iceberg
Apache Spark
Databricks
Delta Lake
Google Cloud Platform
JSON
Microsoft Azure
PyTorch
Integrations
Amazon Web Services (AWS)
Apache Arrow
Apache Iceberg
Apache Spark
Databricks
Delta Lake
Google Cloud Platform
JSON
Microsoft Azure
PyTorch
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
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
Synamedia Utelly
Country
United Kingdom
Website
www.utelly.com
Product Features
Data Science
Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports