Name: MLOps
Author: Neuromation

Help Desk

Web and Video Conferencing

Customer Support

Continuous Integration

Feature Management

Virtual Reality

Development

Classroom Management

Education

Business Intelligence (BI)

Calendar

Collaboration

Document Generation

Enhanced 911 (E911)

Enterprise Content Management

Statistical Analysis

Visitor Management

Workspace Planning

Enterprise

Accounting

SaaS Spend Management

Finance and Accounting

Applicant Tracking

Background Check

Compensation Management

Corporate Learning Management

Diversity, Equity, and Inclusion (DEI)

HR Management

Payroll

Professional Employer Organizations (PEO)

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

Access Gateways

Business Internet Service Providers (ISPs)

Change and Configuration Management

Cloud Storage

Configuration Management Databases

Data Center Backup

Data Preparation

Fraud Detection

High Availability Cluster

Integration Platform as a Service (iPaaS)

LAN Switches

Message Oriented Middleware

Network Performance Monitoring

SOA Application Gateways

Vendor Risk Management

Virtualization Management

WiFi Hotspot

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Content Management

Content Marketing

Customer Advocacy

Customer Reference Management

Demand Generation

Ecommerce Personalization

Email Marketing

Marketing Automation

SMS Marketing

Social Media Management

Survey & Forms Building

Video

Video Marketing

Web Analytics

Marketing

Field Service Management

Project Management

Writing and Proofreading Tools

Professional Services

Customer Onboarding

Customer Relationship Management (CRM)

Sales Content Management

Sales Performance Management

Sales

Intrusion Detection

Security

Direct Secure Messaging

Fleet Management

Rental Property Management

Vertical-Specific

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The MLOps Platform developed by Neuromation aims to facilitate the efficient development and deployment of machine learning projects. It caters to businesses of all sizes across various industries, including technology, healthcare, finance, retail, and manufacturing. The platform is designed to meet the needs of data scientists, machine learning engineers, data engineers, devops engineers, and IT managers, providing them with the necessary tools and infrastructure for effective management and deployment of AI projects.

## Key Features

**Automated data preparation and management**: The platform offers an automated pipeline for the preparation and management of data, including offline extraction, data validation, and distribution into training and validation data sets.

**Seamless data integration and validation**: It ensures the smooth integration of data from multiple sources and validates it against a predefined schema to ensure the quality and consistency of the data.

**Collaborative workspaces with unified management**: The platform provides collaborative workspaces that enable teams to collaborate on model development, with unified management of code, data, and documentation.

**One-click libraries, notebook, and frameworks installation**: Simplify the setup process by offering one-click installation of commonly used libraries, notebooks, and frameworks in machine learning projects.

**Fast model replication and re-training**: Facilitate rapid replication of models and automate version control and metadata management to streamline the re-training process.

**Zero-emission cloud to power your AI projects**: The platform offers a managed cloud environment powered by 100% renewable geothermal and hydro energy, ensuring a sustainable and environmentally friendly infrastructure.

**Tier 3 Redundancy**: Ensure high availability and reliability with Tier 3 redundancy, minimizing the risk of downtime and ensuring uninterrupted access to the AI cloud.

**ISO 27001-certified**: Maintain the highest standards of information security with ISO 27001 certification, ensuring the confidentiality, integrity, and availability of customer data.

**NVIDIA DGX AI System with 8 x A100 GPUs**: Benefit from high-performance computing power with the NVIDIA DGX AI System, equipped with 8 x A100 GPUs.

**64 vCPU, 1 TB RAM, 16 TB SSD, PCI 4th Gen**: Access scalable computing resources with 64 vCPUs, 1 TB RAM, 16 TB SSD storage, and a PCI 4th Gen interface.

Cloudera Data Platform (CDP), launched September 2019, is designed to combine the best of Hortonworks and Cloudera technologies to deliver an enterprise data cloud. CDP includes the Cloudera Data Warehouse and machine learning services as well as a Data Hub service for building custom business applications.

CDP Public Cloud - Data Engineering

CDP Public Cloud - Data Warehouse

CDP Public Cloud - Operational Database

CDP Public Cloud - Machine Learning

CDP Public Cloud - Data Hub

CDP Public Cloud - Flow Management

CDP Private Cloud - Plus Edition

CDP Private Cloud - Base Edition

Cloudera Data Platform

Qlik Sense® is a self-service BI platform for data discovery and visualization. It supports a full range of analytics use cases—data governance, pixel-perfect reporting, and collaboration. Its Associative Engine indexes and connects relationships between data points for creating actionable insights.

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MLOps

Machine learning tools are algorithmic applications of artificial intelligence that give systems the ability to learn and improve without ample human input; similar concepts are data mining and predictive modeling. They allow software to become more accurate in predicting outcomes without being explicitly programmed. The idea is that a model or algorithm is used to get data from the world, and that data is fed back into the model so that it improves over time. It’s called machine learning because the model “learns” as it is fed more and more data.

Machine Learning

Neuromation

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.

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Overview

What is MLOps?