[ Deep Le... Reviews ](https://www.g2.com/products/deep-learning-vm-image/reviews) [ Deep Le... Reviews ](https://www.g2.com/products/deep-learning-vm-image/reviews) # 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 Show More ##### ## 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 Show More ##### ## 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 Show More ##### ## 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. Show More ##### ## 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. Show More ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## 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. Show More ##### ## 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. Show More ##### ## 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. Show More ##### ## 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 Show More ##### ## 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 Show More ## Top-Rated Alternatives [ ![VMware vSphere](https://images.g2crowd.com/uploads/product/hd_favicon/62d35cb2345645716e2f1cf7c8fc97fb/vmware-vsphere.svg "VMware vSphere") VMware vSphere 4.5/5(761) ](https://www.g2.com/products/vmware-vsphere/reviews) [ ![VMware Cloud Foundation (VCF)](https://images.g2crowd.com/uploads/product/hd_favicon/69fdc58a6d585f2641bfcfb9c516d559/vmware-cloud-foundation.svg "VMware Cloud Foundation (VCF)") VMware Cloud Foundation (VCF) 4.4/5(669) ](https://www.g2.com/products/vmware-cloud-foundation-vcf/reviews) [ ![Azure Virtual Machines](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-virtual-machines.jpg "Azure Virtual Machines") Azure Virtual Machines 4.4/5(393) ](https://www.g2.com/products/azure-virtual-machines/reviews) [ View All Alternatives ](https://www.g2.com/products/deep-learning-vm-image/competitors/alternatives) ##### Categories on G2 [ Infrastructure as a Service (IaaS) ](https://www.g2.com/categories/infrastructure-as-a-service-iaas)[ Data Science and Machine Learning Platforms ](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[ Server Virtualization ](https://www.g2.com/categories/server-virtualization) ##### Explore More [ What platform is best for detecting security threats in logs? ](https://www.g2.com/discussions/what-platform-is-best-for-detecting-security-threats-in-logs)[ Top network monitoring software recommended for tech companies ](https://www.g2.com/discussions/top-network-monitoring-software-recommended-for-tech-companies)[ Which AI video generation platform offers the fastest rendering? ](https://www.g2.com/discussions/which-ai-video-generation-platform-offers-the-fastest-rendering) [ Best APM tools for SaaS companies ](https://www.g2.com/discussions/best-apm-tools-for-saas-companies)[ What do frontline sales reps actually want from a sales training platform versus what sales enablement managers tend to prioritize when selecting one? ](https://www.g2.com/discussions/what-do-frontline-sales-reps-actually-want-from-a-sales-training-platform-versus-what-sales-enablement-managers-tend-to-prioritize-when-selecting-one%20)[ Pros and Cons Details ](https://www.g2.com/products/deep-learning-vm-image/reviews?qs=pros-and-cons) Show More [ What platform is best for detecting security threats in logs? ](https://www.g2.com/discussions/what-platform-is-best-for-detecting-security-threats-in-logs)[ Top network monitoring software recommended for tech companies ](https://www.g2.com/discussions/top-network-monitoring-software-recommended-for-tech-companies)[ Which AI video generation platform offers the fastest rendering? ](https://www.g2.com/discussions/which-ai-video-generation-platform-offers-the-fastest-rendering) [ Best APM tools for SaaS companies ](https://www.g2.com/discussions/best-apm-tools-for-saas-companies)[ What do frontline sales reps actually want from a sales training platform versus what sales enablement managers tend to prioritize when selecting one? ](https://www.g2.com/discussions/what-do-frontline-sales-reps-actually-want-from-a-sales-training-platform-versus-what-sales-enablement-managers-tend-to-prioritize-when-selecting-one%20)[ Pros and Cons Details ](https://www.g2.com/products/deep-learning-vm-image/reviews?qs=pros-and-cons)