Name: Iguazio
Rating: 10 (3 reviews)
Author: Iguazio

Customer Success Management Training

Help Desk

Web and Video Conferencing

Customer Support

Automation Testing

Development

Business Intelligence (BI)

Collaboration

Enterprise Content Management

Enterprise

Accounting

Cash Flow Management

Investor Relations

Revenue Management

Finance and Accounting

Applicant Tracking

Corporate Learning Management

HR Management

Payroll

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

Application Server

Blockchain-as-a-Service (BaaS)

Cloud Storage

Data Preparation

Debugging

Deception Technology

Event Monitoring

Fraud Detection

Industrial IoT

Integration Platform as a Service (iPaaS)

Managed Detection and Response (MDR)

Managed Hosting

Monolithic Frame-based Disk Arrays

Network Attached Storage

Network Performance Monitoring

Runtime Application Self-Protection

Secure Access Control

Secure Web Gateway

Security Awareness Training

Software Composition Analysis (SCA)

Value-Added Resellers (VARs)

Wireless WAN

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

App Store Optimization (ASO)

Community

Content Management

Customer Advocacy

Customer Journey Mapping

Digital Analytics

Email Marketing

Influencer Marketing

Market Research

Marketing Automation

Marketing Resource Management

Product Information Management (PIM)

Social Media Management

Survey & Forms Building

Usability Testing

Web Analytics

Marketing

Business Caller ID

Interactive Whiteboard

Project Management

Professional Services

Customer Onboarding

Customer Relationship Management (CRM)

Sales Performance Management

Sales

Cloud Security Posture Management

Microsegmentation

Security

Agriculture

Card Management

Donor Management

Fleet Management

Patient Engagement

Tour Operator

Vertical-Specific

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Iguazio, headquartered in Herzliya, provides a Data Science Platform to automate machine learning pipelines. It aims to accelerate the development, deployment and management of AI applications at scale, enabling data scientists to focus on delivering better, more accurate and more powerful solutions instead of spending their time on infrastructure. The platform is open and deployable anywhere - multi-cloud, on prem or edge. The vendor states Iguazio powers real-time data science applications for financial services, gaming, ad-tech, manufacturing, smart mobility and telecoms.

Designer Desktop

Designer Cloud Professional Edition

Alteryx Platform

MatLab is  a predictive analytics and computing platform based on a proprietary programming language. MatLab is used across industry and academia.

Standard

Education

Student

Home

MATLAB

Iguazio

Data Science

mlrun + kubeflow + iguazio

An #MLOps Repo: https://github.com/mlrun/mlrunMLRun 

is a generic and convenient mechanism for #data scientists and software developers to build, run, and monitor #machinelearning (ML) tasks and pipelines on a scalable cluster while automatically tracking executed code, metadata, inputs, and outputs. MLRun integrates with the Nuclio (https://github.com/nuclio/nuclio) stateful #serverless project and with #Kubeflow Pipelines (https://github.com/kubeflow/kubeflow). 

MLRun is architected for scale with Kubernetes (#k8s) in mind from the get-go. This video describes the productivity boost data science professionals and teams can enjoy by employing traditional software engineering concepts of the re-usability of functions within automated and recurring workflows. CDOs, CIOs and Chief / Heads of Data Science can increase delivery and collaboration between team members for agile / scrum methodologies. Internal and external function marketplaces/stores are their advantages are detailed.MLRun runs as an (optional) managed service within the end-to-end real-time data science platform: iguazio.com. (https://www.iguazio.com/) The enterprise-grade solution can be installed as a: 1. Managed service (SaaS - Iguazio (https://www.iguazio.com/) manages the infrastructure), 2. (Hybrid) Cloud agnostic PaaS (customer VPC) 3. On-Premise or Barebone/Metal - including Edge AI / Analytics Customers include NetApp, Quadient, Payoneer (and many more).

MLRun Functions DEMO: Python Jupyter (Open-Source Data Science Orchestration + Experiment Tracking)

End-to-End MLOps Demo of the Iguazio Feature Store

Noodl takes natural language questions from Google Home through Presto to Iguazio (https://www.iguazio.com/), executing real-time queries and representing results with speech and a graphical user interface. 

The team: Omri Harel, Ortal Levy, Noam Stein, Dina Nimrodi, and Lev Rado

Project Noodl - Iguazio Demo

MeatMe: Iguazio Demo

MLOPs World 2021 - Iguazio Product Demo

Iguazio's Feature Store  - Demo

Rapid Deployment of AI Applications using the Iguazio Data Science Platform on AWS Outpost (DEMO)

Iguazio and AWS FSx for NetApp ONTAP – DEMO

Likelihood to Recommend

Platform Connectivity

Data Exploration

Platform Data Modeling

Model Deployment

Connect to Multiple Data Sources

Extend Existing Data Sources

Automatic Data Format Detection

MDM Integration

Visualization

Interactive Data Analysis

Interactive Data Cleaning and Enrichment

Data Transformations

Data Encryption

Built-in Processors

Multiple Model Development Languages and Tools

Automated Machine Learning

Single platform for multiple model development

Self-Service Model Delivery

Flexible Model Publishing Options

Security, Governance, and Cost Controls

Ability to connect to a wide variety of data sources

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

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

Automatic detection of data formats and schemas

Integration with MDM and metadata dictionaries

Ability to explore data and develop insights

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

Ability to analyze data interactively using Python or R Notebooks

Access to visual processors for data wrangling

Use visual tools for standard transformations

Library of processors for data quality checks

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

Tools to help automate algorithm development

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

Multiple model delivery modes to comply with existing workflows

Tools for deploying models into production

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

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

Technical Manager

Iguazio 2021-12-11 01:32:05

Sumo Logic

Senior Project Manager

Iguazio 2021-12-13 03:01:48

TrustRadius is a technology and business research firm based in Austin, Texas. The company is known as a review platform for verified B2B technology and software reviews through a proprietary algorithm and human verification.

TrustRadius

User interface

Fully integrated

Flexible and scalable

User friendly

Integrated platform

Deep learning

Much user friendly

Business environment

Learning models

Easy to use

Real time

Rapid development

Data science

Metadata management

Data ingestion

Historical data

Ci cd

Deploy and manage

Data Science Platforms

Iguazio is a very powerful and reliable tool that i have used for over 3 years now. Being a MLOps Platform it has enabled us to develop, deploy and manage real-time AI applications at scale. The platform includes includes an online and offline feature store,fully integrated with automated model monitoring and drift detection, model serving and dynamic scaling capabilities.

It enables us to develop, deploy and manage real-time AI applications at scale.
Easy machine learning and rapidly deploy operational ML pipelines.

The user interface is not so much user-friendly, and easy-to-use, navigate.

Real-time Data and Model pipeline.
Data + Model Monitoring.
Data ingestion and preparation.

Is a fully integrated solution with a user-friendly portal.
Manage our ML pipeline end-to-end using Full-stack,user friendly environment.
Iguazio enables our teams to manage all artefacts throughout their lifecycle.
Enhance team work and collaboration in our teams.

It's a platform that enables you to develop and manage real-time AI applications at scale. A tool that provides data science, data engineering, and DevOps teams with one place to operationalize machine learning and rapidly deploy operational ML pipelines. It is fully integrated with automated model monitoring and drift detection capabilities.

Dynamic scaling capacity.
Central Metadata management.
Data ingestion and preparation.

No Cons for me. we are able to parallelize work within a single pod so that different workers can ingest data simultaneously.
Handling all types of triggers.
Model training and testing.

Data connectors .
Feature store for engineering, storing,analyzing and storing all available features.
Enterprise management and support.

Is a fully integrated solution with a user friendly portal.
Offers great services for scalable data and feature engineering.
Has real-time pipelines.
Model tracking

Iguazio

Overview

What is Iguazio?