Name: Iguazio
Rating: 10 (3 reviews)
Author: McKinsey & Company

Help Desk

Web and Video Conferencing

Customer Support

Batch Management Software

Product Lifecycle Management (PLM)

Development

Business Intelligence (BI)

Collaboration

Digital Rights Management (DRM)

Enhanced 911 (E911)

Facility Management

IP PBX

Operational Analytics

Policy Management

Enterprise

Accounting

Invoicing

Nonprofit Accounting

Subscription Management

Finance and Accounting

Applicant Tracking

Corporate Learning Management

Employee Recognition

Employee Scheduling

HR Management

Payroll

Stock Option Plan Administration

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

Application Performance Management (APM)

Archiving

Build Automation

Cloud Cost Management

Cloud Storage

Code Review

Configuration Management Databases

Data Mapping

Density-Optimized Servers

Email Encryption

Firewall Security Management

Fraud Detection

IP Address Management (IPAM)

IT Service Providers

Integration Platform as a Service (iPaaS)

Log Management

Managed DNS

Network Performance Monitoring

Software-Defined WAN

System Monitoring

Web Scraping

WiFi Hotspot

Workload Automation

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Audio Editing

Content Management

Email Deliverability

Email Marketing

Marketing Automation

Online Proofing

Search Engine Marketing (SEM)

Social Media Management

Social Media Marketing

Survey & Forms Building

Web Analytics

Marketing

Job Site Management

Project Management

Waste Management

Writing and Proofreading Tools

Professional Services

Customer Relationship Management (CRM)

Product Configuration

Social Commerce

Sales

Laboratory Information Management

Membership Management

Roofing

Vertical-Specific

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Iguazio, a McKinsey company, offers the Iguazio MLOps Platform used to develop and manage AI applications at scale. It provides data science, data engineering and DevOps teams with a platform to deploy operational ML pipelines.

Watsonx.ai is part of the IBM watsonx platform that brings together new generative AI capabilities, powered by foundation models, and traditional machine learning into a studio spanning the AI lifecycle. Watsonx.ai can be used to train, validate, tune, and deploy generative AI, foundation models, and machine learning capabilities, and build AI applications with less time and data.

Standard

Essentials

Free Trial

IBM watsonx.ai

RapidMiner is a data science and data mining platform, from Altair since the late 2022 acquisition. RapidMiner offers full automation for non-coding domain experts, an integrated JupyterLab environment for seasoned data scientists, and a visual drag-and-drop designer.  RapidMiner’s project-based framework helps to ensure that others can build off their work using visual workflows or automated data science.

Professional

AI Hub

RapidMiner

Iguazio

MLOps

mlrun + kubeflow + iguazio

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

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

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

McKinsey & Company

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

Home

MLOps Tools

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?