Apache Spark
Unified large-scale data processing engine. Run ML training and feature engineering on datasets too big for a single machine.
- Data & Analytics
- Free
- Coding & Dev
The facts
- Category
- Data & Analytics
- Pricing
- Free. Free to use. No paid tier is required for the core product.
- Best for
- Coding & Dev
- Website
- spark.apache.org
Apache Spark alternatives
136 tools sit in Data & Analytics in the Cocoon directory. These are the closest to Apache Spark.
PostHogAll-in-one product analytics platform. Funnels, session replays, feature flags, surveys, and A/B testing in on…Julius AIChat with your data. Upload a CSV or spreadsheet and ask questions in plain English.MilvusOpen-source vector database built for scalable AI applications and billion-scale similarity search.Label StudioOpen-source data labelling platform for images, text, audio, and video. Power your ML training data.ArgillaOpen-source data annotation tool purpose-built for LLM fine-tuning and RLHF datasets.PromptLayerTrack, manage, and version your LLM prompts. Log every AI request with full observability.PromptBenchMicrosoft's benchmark for evaluating LLM robustness against adversarial prompts.MarqoOpen-source tensor search engine. Combine vector search with filtering for AI-powered applications.ThoughtSpotAI analytics platform. Search your business data like Google and get instant insights.Tableau AIIndustry-leading BI tool with Einstein AI integration for automated insights and predictions.Power BI AIMicrosoft's business intelligence platform with AI visuals, Q&A, and automated ML.DataRobotEnterprise AI platform for automated machine learning and predictive modelling.
Learning to actually use this
Cocoon runs hands-on AI training across Sri Lanka and Asia. Picking a tool is the easy part; building it into how your team already works is the part people get stuck on.