Deep Learning VM Image Features

Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript

Offers the ability for developers to drag and drop pieces of code or algorithms when building models

Provides users with pre-built algorithms for simpler model development

Supplies large data sets for training individual models

Supports common databases such as MySQL and Oracle

Manage and support multiple languages

Transforms raw data into features that better represent the underlying problem to the predictive models

Offers image recognition services

Offers natural language processing services

Offers natural language generation services

Offers artificial neural networks for users

Offers natural language understanding services

Provides deep learning capabilities

Manages the intelligent application for the user, reducing the need of infrastructure

Allows users to insert machine learning into operating applications

Provides easily scaled machine learning applications and infrastructure

Provides public cloud capabilities.

Provides private cloud capabilities.

Provides hybrid cloud capabilities.

Provides bare metal servers.

Provides high-performance computing (HPC) capabilities.

Provides virtual machines (VMs).

Provides edge computing capabilities.

Provides virtual networking capabilities.

A network of remote servers which allow businesses to store, manage, and process data through the cloud instead of a local server

Services are offered under a pay-as-you-go or utilization-based purchase model.

Track a business' IaaS usage statistics through dashboards, metrics, and reporting.

Track a business' IaaS performance statistics through dashboards, metrics, and reporting.

Track and document all activities across devices, networks, and other systems

Gives user ability to import a variety of data sources for immediate use

Receive data and information in real time

Scales infrastructure resources automatically to meet capacity or computational demands

Runs smoothly with a variety operating systems (Windows, Linux, etc.).

Optimizes CPU and storage resource efficiently.

Monitors virtual workload and physical hardware performance at a glance.

Meets data protection and compliance standards.

Set up connections to third-party platforms to improve business processes

Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks

Track and manage adherence to policies for any service, product, process, or supplier

Create, manage and track all task activities and progression

Allocates host resource to create additional instances quickly.

Provides efficient server and storage migration between hosts.

Creates recovery data in other hosts automatically.

Plan and implement business continuity measures in case of unforeseen events

Allows users to generate text based on a text prompt.

Condenses long documents or text into a brief summary.

Provides the ability to generate images from a text prompt.

Use AI to generate content in the form of text, images, videos, etc.

Capability to perform complex tasks without constant human input

Ability to break down and plan multi-step processes

Works across multiple software systems or databases

Improves performance based on feedback and experience

Engages in human-like conversation for task delegation

Anticipates needs and offers suggestions without prompting

Makes informed choices based on available data and objectives

Set up connections to third-party platforms to improve business processes

Capability to perform complex tasks without constant human input

Ability to break down and plan multi-step processes

Works across multiple software systems or databases

Improves performance based on feedback and experience

Anticipates needs and offers suggestions without prompting

Makes informed choices based on available data and objectives

Move files across different systems or networks

Alter the layout and content of reports

Provides a channel for team members to share media files, communicate, and work together

Automatically retrieve and pull information from documents, websites, images, data sets, and other sources

Manage and store data in a database

Generate one-off reports that meet information requirements

View and track pertinent metrics to find patterns and gain insights from data

Predict future data based on historical data sets

Dashboard to view the status of ongoing processes, identify current incidents and track past activities

Define levels of authorization for access to specific files or systems

Interact with data visualization elements, such as charts and graphs, to drill down into data

Track the management and flow of data throughout the organization

Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency

Apply statistical/mathematical models to sets of data

Organize and group data or items based on various criteria

Review data from past periods to reveal recurring tendencies and predict future performance

Examines, analyzes, and organizes data to create relevant summaries or graphs.

Graphical representation of data

Application programming interface that allows for integration with other systems/databases

Allows users to manage data from a number of sources

Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral

Search and filter data across systems to locate required information by entering keywords or certain criteria

Import and export data to and from software applications

Import, collect, and capture data from multiple sources

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Observe and track the demand, usage, progress or quality of a system, product, or user

Connect to big data sources

Transforming unstructured text into a structured format to identify meaningful patterns and new insights

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

Analyzing historical and current data and generating a model to help predict future outcomes.

Analyze and gain insights into data in real-time

Configure existing workflows to meet your organization's needs

Attach digital tags to documents and assets for identification, search, or monitoring purposes

Track status, assign actions, and control access to systems for devices within the organization

Drag and drop/visual interfaces that allow non-tech users to build without writing code

Transforming raw data to run it through machine learning algorithms to uncover insights or make predictions.

Examine established processes and records to ensure accuracy, compliance, and policy adherence

Examine large amounts of data to uncover hidden patterns, correlations, and other insights

Share, track, and store machine learning models and data.

Ability to handle large datasets

Track and document all activities across devices, networks, and other systems

Protect sensitive data for digital privacy

Create, design and manage workflows for repetitive tasks

A network of remote servers which allow businesses to store, manage, and process data through the cloud instead of a local server

Moving and separately storing data that is not actively used or continuous storage of data for compliance purposes

Record and follow the progress of every issue

Continuously scan servers on a designated network to monitor health and search for any irregularities or failures

Track the status over time for a request, process, asset, or transaction

At least a username and password is required to access the system

Dashboard to view the status of ongoing processes, identify current incidents and track past activities

Application programming interface that allows for integration with other systems/databases

A visual way of interacting with an application or operating system using items such as windows, icons, and menus

Securely stores data to prevent data loss or breaches

System alerts about the need to escalate an issue or request

Use AI to generate content in the form of text, images, videos, etc.

Creates a virtual server that replicates all the functionalities of a dedicated physical server

Deploy updates or install new software remotely

Process of checking different types of data for accuracy to avoid errors or inconsistencies

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

Supports common databases such as MySQL and Oracle

Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency

Process of copying and storing data in more than one site or node

Track and manage virtual machines (VMs) running on physical host machines

Track revisions and updates made to files and navigate between different versions

Supports common databases such as MySQL and Oracle

Active monitoring of systems, applications, or networks

Observe and track the demand, usage, progress or quality of a system, product, or user

Dashboard to view the status of ongoing processes, identify current incidents and track past activities

Security protocol that ensures secure, encrypted communication over the internet, safeguarding sensitive data from unauthorized access

Configure existing workflows to meet your organization's needs

A set of indicators that tracks the performance of networks, applications, systems, teams, etc.

Organize and manage the accomplishments and development of employees or performance of applications or systems

Continuously scan servers on a designated network to monitor health and search for any irregularities or failures

Protect sensitive data for digital privacy

View and track pertinent metrics to find patterns and gain insights from data

Application programming interface that allows for integration with other systems/databases

Track and manage adherence to policies for any service, product, process, or supplier

Define levels of authorization for access to specific files or systems

Verify the identity of users/devices to enable secure access

Analyze and gain insights into data in real-time

Plan, schedule, and execute organization's accounts and assets to ensure compliance with policies and laws

Allow users to access multiple services after entering their login credentials once

Use AI to generate content in the form of text, images, videos, etc.

Set up connections to third-party platforms to improve business processes

System alerts about the need to escalate an issue or request

Manage and store data in a database

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Process of planning, scheduling and executing the optimal and effective use of human capital across projects

Plan availability and assign specific time slots for tasks and resources

Process of distributing a set of tasks over a set of resources, with the aim of making their overall processing more efficient

Create backups and provide methods to recover deleted/lost data

Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks

Set & manage permission levels based on user roles and restrict access to only authorized individuals

At least a username and password is required to access the system

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

Tracks and makes accessible data on the health of servers and other network components.

Set and monitor service level agreements to ensure timely response and resolution

Track and manage the scheduling of tasks

Track, manage and store the applications of potential future members, customers or candidates

Assign available resources (human and/or non-human) to various projects and tasks

Notifications that are delivered to users as soon as an event occurs

Move from one database to another, or upgrade the version of database software being used

Identify component attributes like servers, hardware, software, and manage relationships across all services

Collection, search, and analysis of access logs and audit logs

Graphical representation of data

Receive data and information in real time

A record of all activities within the system, including user access, changes made, etc.

Securely stores data to prevent data loss or breaches

Import, collect, and capture data from multiple sources

Create, design and manage workflows for repetitive tasks

Monitoring and measurement of relevant metrics to assess the performance of IT resources

Search and filter data across systems to locate required information by entering keywords or certain criteria