Name: DataFleets: Overcoming Data Silos and Data Privacy with Federated Learning
Uploaded: 2020-07-24T22:49:00.000Z
Duration: 7 min 37 s
Description: This video gives an inside look at DataFleets' product and value proposition. Capital One's Bill McNulty also summarizes the bank's partnership with DataFleets

Digital Adoption

Help Desk

Web and Video Conferencing

Customer Support

Mobile App Development

Push Notifications

Text Editors

Development

Online Learning

Education

Business Intelligence (BI)

Collaboration

Enterprise

Accounting

Finance and Accounting

Applicant Tracking

Corporate Learning Management

HR Management

Payroll

Recruitment Automation

Resume Parsing

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

AI Agent Builder

App Development

Browser

Cloud Storage

Component Content Management

Data Center Infrastructure Management

Fraud Detection

Hosted Virtual Desktop

Hyper-Converged Infrastructure

Integration Platform as a Service (iPaaS)

Internet of Things (IoT)

Managed Print

Network Performance Monitoring

Process Mining

Security Awareness Training

Software Defined Storage (SDS)

Solid State Drives

Tower Servers

Virtual Desktop Infrastructure (VDI)

Virtual Private Network (VPN)

VoIP Monitoring

Web Application Firewalls

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Business Card Scanning

Content Management

Data Management

Digital Analytics

Digital Experience Platforms (DXP)

Email Management

Email Marketing

Event Registration

Graphics

Heatmap and Session Recording

Marketing Automation

Marketing OS

Online Reputation Management

Real-Time Interaction Management

Search Marketing Intelligence

Social Media Management

Social Media Publishing

Survey & Forms Building

Swag Management

Web Analytics

Marketing

Business Caller ID

Project Management

Professional Services

Customer Relationship Management (CRM)

eCommerce

Sales

Assisted Living

Car Rental

Church Management

Construction Accounting

Jail Management

Vertical-Specific

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KNIME enables users to analyze, upskill, and scale data science without any coding. The platform that lets users blend, transform, model and visualize data, deploy and monitor analytical models, and share insights organization-wide with data apps and services.

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DataFleets, from LiveRamp

Data Science

Multi-party Tensorflow and Keras models on private and distributed data

High-performance Federated Machine Learning

LiveRamp is the leading data connectivity platform for the safe and effective use of data. Powered by core identity resolution capabilities and an unparalleled network, LiveRamp enables companies and their partners to better connect, control, and activate data to transform customer experiences and generate more valuable business outcomes. LiveRamp’s fully interoperable and neutral infrastructure delivers end-to-end addressability for the world’s top brands, agencies, and publishers. For more information, visit <a href="http://www.LiveRamp.com" rel="">www.LiveRamp.com</a>.

LiveRamp

This video gives an inside look at DataFleets' product and value proposition. Capital One's Bill McNulty also summarizes the bank's partnership with DataFleets

DataFleets: Overcoming Data Silos and Data Privacy with Federated Learning

Proud to share DataFleets' presentation at the 2020 FinTech Innovation Lab Demo Day! This video gives an inside look at DataFleets' product and value proposition. Capital One's Bill McNulty also summarizes the bank's partnership with DataFleets. http://www.datafleets.com/

Platform Connectivity

Ability to connect to a wide variety of data sources

Connect to Multiple Data Sources

Ability to connect to a wide variety of data sources including data lakes or data warehouses for data ingestion

Extend Existing Data Sources

Use R or Python to create custom connectors for any APIs or databases

Automatic Data Format Detection

Automatic detection of data formats and schemas

MDM Integration

Integration with MDM and metadata dictionaries

Data Exploration

Ability to explore data and develop insights

Visualization

The product’s support and tooling for analysis and visualization of data.

Interactive Data Analysis

Ability to analyze data interactively using Python or R Notebooks

Data Preparation

Interactive Data Cleaning and Enrichment

Access to visual processors for data wrangling

Data Transformations

Use visual tools for standard transformations

Data Encryption

Built-in Processors

Library of processors for data quality checks

Platform Data Modeling

Multiple Model Development Languages and Tools

Access to multiple popular languages, tools, and packages such as R, Python, SAS, Jupyter, RStudio, etc.

Automated Machine Learning

Tools to help automate algorithm development

Single platform for multiple model development

Single place to build, validate, deliver, and monitor many different models

Self-Service Model Delivery

Multiple model delivery modes to comply with existing workflows

Model Deployment

Tools for deploying models into production

Flexible Model Publishing Options

Publish models as REST APIs, hosted interactive web apps or as scheduled jobs for generating reports or running ETL tasks.

Security, Governance, and Cost Controls

Built-in controls to mitigate compliance and audit risk with user activity tracking

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DataFleets, from LiveRamp

Overview

What is DataFleets, from LiveRamp?