Best AI Tools for Apache Spark
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Compare the Top AI Tools that integrate with Apache Spark as of August 2025
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This a list of AI Tools that integrate with Apache Spark. Use the filters on the left to add additional filters for products that have integrations with Apache Spark. View the products that work with Apache Spark in the table below.
What are AI Tools for Apache Spark?
AI tools are software tools that utilize artificial intelligence to perform a variety of functions. They can be used to automate tasks, provide data-driven insights, and help streamline processes. AI tools can be applied across many different industries and applications, from healthcare to finance. By leveraging the power of machine learning and natural language processing, AI tools can help improve the efficiency of existing operations. Compare and read user reviews of the best AI Tools for Apache Spark currently available using the table below. This list is updated regularly.
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1
Vertex AI
Google
Vertex AI offers a wide array of AI Tools designed to streamline and enhance the process of building, training, and deploying machine learning models. From data preprocessing to model evaluation and deployment, Vertex AI equips businesses with the tools needed to optimize every step of the AI lifecycle. These tools help reduce the complexity and time associated with traditional AI model development while increasing accuracy and efficiency. New customers receive $300 in free credits, enabling them to explore a range of tools and test their impact on business outcomes. By using these powerful tools, organizations can build AI solutions that meet their unique challenges and achieve better results.Starting Price: Free ($300 in free credits) -
2
Union Cloud
Union.ai
Union.ai is an award-winning, Flyte-based data and ML orchestrator for scalable, reproducible ML pipelines. With Union.ai, you can write your code locally and easily deploy pipelines to remote Kubernetes clusters. “Flyte’s scalability, data lineage, and caching capabilities enable us to train hundreds of models on petabytes of geospatial data, giving us an edge in our business.” — Arno, CTO at Blackshark.ai “With Flyte, we want to give the power back to biologists. We want to stand up something that they can play around with different parameters for their models because not every … parameter is fixed. We want to make sure we are giving them the power to run the analyses.” — Krishna Yeramsetty, Principal Data Scientist at Infinome “Flyte plays a vital role as a key component of Gojek's ML Platform by providing exactly that." — Pradithya Aria Pura, Principal Engineer at GojStarting Price: Free (Flyte) -
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Databricks Data Intelligence Platform
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker.
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