Deep Learning VM Image Features
Model Development (5)
-
Language Support
Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript
-
Drag and Drop
Offers the ability for developers to drag and drop pieces of code or algorithms when building models
-
Pre-Built Algorithms
Provides users with pre-built algorithms for simpler model development
-
Model Training
Supplies large data sets for training individual models
-
Feature Engineering
Transforms raw data into features that better represent the underlying problem to the predictive models
Machine/Deep Learning Services (6)
-
Computer Vision
Offers image recognition services
-
Natural Language Processing
Offers natural language processing services
-
Natural Language Generation
Offers natural language generation services
-
Artificial Neural Networks
Offers artificial neural networks for users
-
Natural Language Understanding
Offers natural language understanding services
-
Deep Learning
Provides deep learning capabilities
Deployment (3)
-
Managed Service
Manages the intelligent application for the user, reducing the need of infrastructure
-
Application
Allows users to insert machine learning into operating applications
-
Scalability
Provides easily scaled machine learning applications and infrastructure
Infrastructure Provision (8)
-
Public Cloud
Provides public cloud capabilities.
-
Private Cloud
Provides private cloud capabilities.
-
Hybrid Cloud
Provides hybrid cloud capabilities.
-
Bare Metal
Provides bare metal servers.
-
High-Performance Computing (HPC)
Provides high-performance computing (HPC) capabilities.
-
Virtual Machines (VMs)
Provides virtual machines (VMs).
-
Edge Computing
Provides edge computing capabilities.
-
Virtual Networks
Provides virtual networking capabilities.
Management (3)
-
Pay by Usage
Services are offered under a pay-as-you-go or utilization-based purchase model.
-
Usage Tracking
Track a business' IaaS usage statistics through dashboards, metrics, and reporting.
-
Performance Tracking
Track a business' IaaS performance statistics through dashboards, metrics, and reporting.
System (1)
-
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use
Functionality (5)
-
Resource Auto-Scaling
Scales infrastructure resources automatically to meet capacity or computational demands
OS Integration
Runs smoothly with a variety operating systems (Windows, Linux, etc.).
Resource Saving
Optimizes CPU and storage resource efficiently.
Performance Management
Monitors virtual workload and physical hardware performance at a glance.
Security
Meets data protection and compliance standards.
Performance (3)
Scalability
Allocates host resource to create additional instances quickly.
Portability
Provides efficient server and storage migration between hosts.
Data Recovery
Creates recovery data in other hosts automatically.
Generative AI (3)
-
AI Text Generation
Allows users to generate text based on a text prompt.
-
AI Text Summarization
Condenses long documents or text into a brief summary.
-
AI Text-to-Image
Provides the ability to generate images from a text prompt.
Agentic AI - Data Science and Machine Learning Platforms (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - Server Virtualization (6)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives


