IBM has introduced Watsonx, a new AI and data platform designed to help businesses leverage data and scale the impact of AI across their enterprise. By incorporating Watsonx capabilities into various IBM software products, enterprises can enhance digital labor, IT automation, security, sustainability, and application modernization, ultimately driving business value.
Watsonx.ai: Empowering AI Builders
Watsonx.ai is an enterprise-ready next-generation studio that combines traditional machine learning (ML) with generative AI capabilities. With Watsonx.ai, businesses can train, validate, tune, and deploy AI models at scale and with confidence. This platform supports open-source frameworks and tools, making it accessible to a wide range of AI builders.
Capabilities of Watsonx.ai:
- Offers a variety of foundation models for different NLP tasks
- Enables prompt engineering for both zero-shot and few-shot prompting
- Includes features for summarization, text generation, information extraction, classification, and question answering
Watsonx.ai integrates with popular frameworks like PyTorch, TensorFlow, and scikit-learn, providing data scientists, data engineers, and developers with a familiar environment to deploy and analyze pre-trained machine learning models.
Watsonx.data: A Fit-for-Purpose Data Store
Watsonx.data is a data store built on an open lakehouse architecture, offering querying, governance, and support for open data formats. This platform allows organizations to optimize data warehouse workloads and modernize data lakes, resulting in cost savings and faster insights. Watsonx.data also provides built-in governance and automation to ensure trusted insights and seamless integration with existing databases and tools.
Capabilities of Watsonx.data:
- Multi-cloud and hybrid cloud availability
- Integration with query engines like Presto, Apache Spark, Db2, and Netezza
- Support for open data formats and Apache Iceberg table format
- Enterprise compliance and security features
Watsonx.data is interoperable with different cloud providers, including IBM Cloud and Amazon Web Services (AWS), and integrates with IBM’s ecosystem of products for a unified analytics and AI experience. It also leverages generative AI capabilities to help users explore and enrich their data using natural language.
Getting Started with Watsonx
IBM offers free trial experiences for both Watsonx.ai and Watsonx.data:
- Watsonx.ai trial: Users can access Watsonx.ai for free and explore its features, including a Prompt Lab for testing different AI models.
- Watsonx.data trial: Users receive $1,500 in free IBM Cloud credits to try out Watsonx.data and experience its core capabilities.
To start the free trials, visit the links below:
What is Watsonx.ai?
Watsonx.ai is an enterprise-ready next-generation studio that combines traditional machine learning (ML) with generative AI capabilities. It empowers AI builders to train, validate, tune, and deploy AI models at scale.
What is Watsonx.data?
Watsonx.data is a fit-for-purpose data store built on an open lakehouse architecture. It provides querying, governance, and support for open data formats, allowing organizations to optimize data warehouse workloads and modernize data lakes.
What capabilities are included in Watsonx.ai?
Watsonx.ai offers a variety of foundation models for different NLP tasks, features for prompt engineering, and capabilities for summarization, text generation, information extraction, classification, and question answering.
What capabilities are included in Watsonx.data?
Watsonx.data includes capabilities for multi-cloud/hybrid cloud availability, integration with query engines like Presto and Apache Spark, support for open data formats and Apache Iceberg table format, and enterprise compliance and security features.
How can I get started with Watsonx?
You can start a free trial of Watsonx.ai or Watsonx.data by visiting the respective trial links provided by IBM.
How does Watsonx benefit businesses?
Watsonx empowers businesses to leverage AI and data to scale their operations, optimize workloads, and gain valuable insights. It integrates with existing IBM software products and provides open and trusted AI capabilities.
Is Watsonx compatible with cloud platforms?
Yes, Watsonx is designed to be compatible with multiple cloud platforms, including IBM Cloud and Amazon Web Services (AWS).
Does Watsonx support open-source frameworks?
Yes, Watsonx supports open-source frameworks like PyTorch, TensorFlow, and scikit-learn, making it accessible to data scientists and developers familiar with these tools.
Is Watsonx suitable for enterprises of all sizes?
Yes, Watsonx is designed for enterprises of all sizes and offers scalable AI and data capabilities to meet their specific needs.
Can Watsonx.ai and Watsonx.data be used together?
Yes, Watsonx.ai and Watsonx.data are designed to work together. Watsonx.ai provides the AI modeling capabilities, while Watsonx.data serves as the data store and supports querying, governance, and open data formats.
Does Watsonx provide built-in governance and security features?
Yes, Watsonx includes built-in governance and security features to ensure data compliance and protection.
Can Watsonx be used for real-time analytics and BI?
Yes, Watsonx is capable of real-time analytics and BI by combining data from different sources and providing faster insights without duplicating or moving data.
Can Watsonx accelerate digital transformation initiatives?
Yes, Watsonx can help accelerate digital transformation initiatives by providing AI and data capabilities to optimize workloads, streamline data engineering, and enable responsible data sharing.
Note: Information in this article is based on the original article from IBM’s blog: “Exploring the AI and data capabilities of watsonx” (https://www.ibm.com/blogs/dataplat/engineering/watsonx-ai-and-data-platform/).