[ IBM Clo... Reviews ](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews) [ IBM Clo... Reviews ](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews) # IBM Cloud Pak for Data Features ##### ## Statistical Tool (3) Scripting Supports a variety of scripting environments Data Mining Mines data from databases and prepares data for analysis Algorithms Applies statistical algorithms to selected data Show More ##### ## Data Analysis (2) Analysis Analyzes both structured and unstructured data Data Interaction Interacts with data to prepare it for visualizations and models Show More ##### ## Decision Making (4) Modeling Offers modeling capabilities Data Visualizations Creates data visualizations or graphs Report Generation Generates reports of data performance Data Unification Unifies information on a singular platform Show More ##### ## 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 ##### ## Data Transformation (2) Real-Time Analytics Facilitates analysis of high-volume, real-time data. Data Querying Allows user to query data through query languages like SQL. Show More ##### ## Connectivity (4) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Spark Multi-Source Analysis Integrates data from multiple external databases. Data Lake Facilitates the dissemination of collected big data throughout parallel computing clusters. Show More ##### ## Operations (5) Data Visualization Processes data and represents interpretations in a variety of graphic formats. Data Workflow Strings together specific functions and datasets to automate analytics iterations. Governed Discovery Isolates certain datasets and facilitates management of data access. Embedded Analytics Allows big data tool to run and record data within external applications. Notebooks Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations Show More ##### ## Customization (3) Custom VMs Allows users to create virtual machines to meet specific needs and optimize performance. Console Configuration Provides interface for building custom machines and analytics. Operating Systems Supports the necessary operating system and linux distributions for custom machines. Show More ##### ## Infrastructure (5) Network Management Lets users provisionnetworks, deliver content, balance loads, and manage traffic. Virtual Machines Provides virtual networks and operating systems. Security Securesapplications, encrypt data, and manage identities. Maintenance Enables maintenance to existing virtual machines to improve functionality and security. Scalability Expands functionality while maintaining balanced loads. Serves growing demand without reducing functionality. Show More ##### ## Management (8) Cloud Migration Allows transferring data and virtual machines during adoption and maintenance. Storage Management Provides management tools for data storage, database configuration, and scaling. Analytics Lets users analyze storage, performance, and connectivity. Database Management Supports for managing different types of databases and integration methods. Logging Captures information related to IP traffic and network usage. 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 ##### ## 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 ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## Functionality (1) Resource Auto-Scaling Scales infrastructure resources automatically to meet capacity or computational demands Show More ##### ## Data Management (4) Data Integration Consolidate data from various disparate sources in a single unified view Data Discovery Understand the state of data, applications, systems and services Multi - Platform Manage data across environments (on-premises cloud, hybrid, and multi-cloud) Metadata Provides metadata management and lineage capabilities Show More ##### ## Analytics (1) Data Analytics Supports advanced analytics solutions for better business decision making Show More ##### ## Security (3) Compliance Rules and regulations inherited from source systems or defined to secure sensitive data Governance Grant or restrict data access and control Data Protection Built - In Backup and Disaster Recovery Show More ##### ## Generative AI (7) 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 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 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 ##### ## Scalability and Performance - Generative AI Infrastructure (3) AI High Availability Ensures that the service is reliable and available when needed, minimizing downtime and service interruptions. AI Model Training Scalability Allows the user to scale the training of models efficiently, making it easier to deal with larger datasets and more complex models. AI Inference Speed Provides the user the ability to get quick and low-latency responses during the inference stage, which is critical for real-time applications. Show More ##### ## Cost and Efficiency - Generative AI Infrastructure (3) AI Cost per API Call Offers the user a transparent pricing model for API calls, enabling better budget planning and cost control. AI Resource Allocation Flexibility Provides the user the ability to allocate computational resources based on demand, making it cost-effective. AI Energy Efficiency Allows the user to minimize energy usage during both training and inference, which is becoming increasingly important for sustainable operations. Show More ##### ## Integration and Extensibility - Generative AI Infrastructure (3) AI Multi-cloud Support Offers the user the flexibility to deploy across multiple cloud providers, reducing the risk of vendor lock-in. AI Data Pipeline Integration Provides the user the ability to seamlessly connect with various data sources and pipelines, simplifying data ingestion and pre-processing. AI API Support and Flexibility Allows the user to easily integrate the generative AI models into existing workflows and systems via APIs. Show More ##### ## Security and Compliance - Generative AI Infrastructure (3) AI GDPR and Regulatory Compliance Helps the user maintain compliance with GDPR and other data protection regulations, which is crucial for businesses operating globally. AI Role-based Access Control Allows the user to set up access controls based on roles within the organization, enhancing security. AI Data Encryption Ensures that data is encrypted during transit and at rest, providing an additional layer of security. Show More ##### ## Usability and Support - Generative AI Infrastructure (2) AI Documentation Quality Provides the user with comprehensive and clear documentation, aiding in quicker adoption and troubleshooting. AI Community Activity Allows the user to gauge the level of community support and third-party extensions available, which can be useful for problem-solving and extending functionality. Show More ##### ## Agentic AI - Data Fabric (5) 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 Decision Making Makes informed choices based on available data and objectives 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 [ ![Dragonfly](https://images.g2crowd.com/uploads/product/hd_favicon/62e4555ef5ba6840f9135d6fdbaf4346/dragonflydb-dragonfly%282%29.svg "Dragonfly") Sponsored Dragonfly 4.9/5 (15) Visit Website ](javascript:void(0)) ## Top-Rated Alternatives [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5 (1,277) ](https://www.g2.com/products/databricks/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5 (707) ](https://www.g2.com/products/snowflake/reviews) [ ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera") Cloudera 4.1/5 (131) ](https://www.g2.com/products/cloudera/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-cloud-pak-for-data/competitors/alternatives) IBM Cloud Pak for Data Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks 4.5/5 (238) [ Compare Now ](https://www.g2.com/compare/azure-databricks-vs-ibm-cloud-pak-for-data) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_d1fd454b6f4ef5fb0bbdaabe8681b035/cloudera.png "Product Avatar Image") Cloudera 4.1/5 (136) [ Compare Now ](https://www.g2.com/compare/cloudera-vs-ibm-cloud-pak-for-data) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") Snowflake 4.5/5 (756) [ Compare Now ](https://www.g2.com/compare/ibm-cloud-pak-for-data-vs-snowflake) ##### Categories on G2 [ Predictive Analytics ](https://www.g2.com/categories/predictive-analytics)[ Data Science and Machine Learning Platforms ](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[ Infrastructure as a Service (IaaS) ](https://www.g2.com/categories/infrastructure-as-a-service-iaas) [ Big Data Analytics ](https://www.g2.com/categories/big-data-analytics)[ Generative AI Infrastructure ](https://www.g2.com/categories/generative-ai-infrastructure)[ Data Fabric ](https://www.g2.com/categories/data-fabric)[ Virtual Private Cloud (VPC) ](https://www.g2.com/categories/virtual-private-cloud-vpc) Show More ##### Explore More [ Best contact center solution for a growing business ](https://www.g2.com/discussions/what-s-the-best-contact-center-solution-for-a-growing-business)[ Leading ipaas providers for app integrations ](https://www.g2.com/discussions/what-are-the-leading-ipaas-providers-for-app-integrations)[ What are some archiving solutions with minimal false positives and intelligent lexicon for financial services supervisory requirements? 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