Name: Anyscale Unified Compute Platform
Author: Anyscale

Help Desk

Web and Video Conferencing

Customer Support

JavaScript Frameworks

Development

Student Management

Education

Board Management

Business Intelligence (BI)

Collaboration

Data Discovery and Visualization

Enterprise Generative AI

Policy Management

Enterprise

Accounting

Anti-Money Laundering (AML)

Invoicing

Nonprofit Accounting

Payment Hubs

Subscription Management

Finance and Accounting

Applicant Tracking

Corporate Learning Management

Corporate Volunteering

HR Management

Payroll

Recruitment Agency

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

Authorization

Cloud Cost Management

Cloud Migration

Cloud Storage

Computerized Maintenance Management Systems (CMMS)

Data Mapping

Firewall Security Management

Fraud Detection

IT Infrastructure Monitoring

IT Operations Analytics

Integration Platform as a Service (iPaaS)

Managed IT Service

Network Performance Monitoring

Network Troubleshooting

Platform-as-a-Service (PaaS)

Product Implementation Services

Smart Contracts

Tape Storage

Technology Business Management

Workload Automation

Information Technology

A/B Testing

Account-Based Marketing (ABM)

Ad Serving & Retargeting

All-in-One Marketing

Appointment Scheduling

Audio Editing

Brand Intelligence

Content Management

Email Marketing

IP Geolocation

Marketing Automation

Social Media Management

Survey & Forms Building

Virtual Event

Web Analytics

Marketing

Project Management

Professional Services

Cross-Border eCommerce

Customer Relationship Management (CRM)

Headless eCommerce

Intelligent Virtual Assistant

Lead Generation Services

Lead-to-Account Matching and Routing

Sales Acceleration

Sales

Cloud Access Security Brokers

Database Security

Security

Civil Engineering

Hotel Management

Pharmacy

Vertical-Specific

Find top rated software and services based on in-depth reviews from verified users. 400+ software categories including PaaS, NoSQL, BI, HR, and more.

DataRobot

Amazon Forecast

Amazon AWS

Azure Machine Learning

Microsoft

Google Cloud AI

Google

Pytorch

Open Source

Oracle Machine Learning

Oracle

TensorFlow

IBM watsonx.ai

OpenAI API

OpenAI

Keras

Amazon Deep Learning AMIs

Dask

Microsoft Visual Studio Code

Jupyter Notebook

GitHub

The Anyscale Unified Compute Platform is positioned as a solution designed to build, deploy, and manage scalable AI and Python applications. According to the vendor, this platform is targeted at small to large enterprises and caters to various professionals and industries, including data scientists, machine learning engineers, AI researchers, software developers, and technology companies. The Anyscale Unified Compute Platform offers a range of features and capabilities that aim to accelerate development, ensure production-grade management, prioritize security and compliance, facilitate seamless transitions between development and production environments, enable monitoring and observability, and provide robust APIs and SDKs for automation and integration.

## Key Features

**Accelerate Development & Scaling**: Anyscale Workspaces is touted as an integrated IDE experience that allows teams to edit and run code, install dependencies, and monitor jobs and resources across a scalable cluster. The vendor claims that it offers seamless integration and instant setup for popular tools like VSCode and Jupyter notebook, enabling users to work with their preferred tools effortlessly.

**Production-Grade, Fully Managed Service**: According to the vendor, Anyscale operates clusters of machines on demand, eliminating the need for AI teams to manage the cluster themselves. It is said to provide ML practitioners with an interactive, scalable compute environment and allows users to bring their own cloud infrastructure for enhanced data security.

**Security and Compliance**: The vendor states that Anyscale ensures secure secrets management and offers auditing and logging features for transparency. It is claimed to prioritize governance and compliance, providing user access controls and cost tracking mechanisms. Anyscale also holds SOC 2 Type 1 attestation.

**Seamlessly Move Between Development and Production**: Anyscale provides a unified environment for both development and production, allowing users to run, debug, and test their code at scale with consistent cluster configuration and software dependencies. The vendor asserts that it offers flexible dependency management options and easy integration with existing deployment tools.

**Monitoring and Observability**: Anyscale provides a production-grade monitoring and observability stack, including a managed Grafana and Ray dashboard, to monitor the health of jobs and resources. Users can leverage Anyscale's managed logs, monitoring, and observability features or integrate with their existing observability stack.

**Robust APIs and SDKs**: According to the vendor, Anyscale offers simple, intuitive APIs and SDKs to automate jobs and cluster management or integrate into CI/CD pipelines. It is claimed to enhance observability through centrally monitoring the health of jobs and resources and provides cost tracking capabilities.

**Faster Development**: Anyscale's fully integrated development environment, ML Workspace, Ray client, Ray libraries, and integrations with popular ML tools and frameworks are said to speed up developer productivity. The vendor states that it enables easy and elastic scaling of workloads, leveraging operational monitoring and cost management capabilities.


The Anyscale Platform is a managed Ray open source platform, offering a better experience for developers and AI teams to speed development, and deploy AI/ML workloads at scale. Anyscale Workspaces provides an integrated IDE experience that allows teams to edit and run code, install dependencies, monitor jobs and resources across a scalable cluster, just as they would on a laptop.

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.

Qlik Sense Enterprise on Windows

Standard

Premium

Qlik Sense

Starter Tier

Business Tier

Enterprise Tier

Free Tier

Anaconda

Anyscale Unified Compute Platform

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

Anyscale

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

Home

Machine Learning Tools

Anyscale

Overview

What is Anyscale?