AI for data analysts
Editorial picks for "ai for data analysts".
48 tools
Snowflake Cortex
Generative AI and RAG built into the Snowflake data cloud
PyCaret
Low-code Python AutoML library that wraps scikit-learn, XGBoost, LightGBM and friends behind a few-line API.
Dataiku
Enterprise AI platform unifying data, ML, LLMs, and agents under one governed workflow.
Flyte
Open-source Python-native orchestration platform for AI, ML, and data workflows at production scale.
H2O.ai
Enterprise AI platform combining AutoML, generative AI, and vertical agents for regulated industries.
Vanna.ai
Open-source text-to-SQL agent that learns your schema and writes queries against your real warehouse.
Great Expectations
Open-source data quality framework for validating the datasets that feed your ML and analytics pipelines.
LanceDB
Open-source multimodal lakehouse and vector database built for AI training and retrieval at petabyte scale.
Cube
Semantic layer that grounds LLM agents in your real business metrics instead of letting them hallucinate SQL.
Databricks Vector Search
Managed hybrid vector search that lives inside the Databricks lakehouse and auto-syncs with your source tables.
pgMagic
Mac desktop client that lets you chat with your Postgres database in natural language using your own OpenAI key.
Wren AI
Open-source GenBI semantic layer that lets AI agents query your warehouse in natural language with governed, accurate SQL.
Amazon Q
AWS's enterprise AI assistant for developers, analysts, and knowledge workers, wired into your company data.
DVC
Git-style version control for datasets, ML models, and experiment pipelines.
DataRobot
Enterprise platform for building, deploying, and governing AI agents alongside classic predictive ML.
RAPIDS
NVIDIA's open-source suite of GPU-accelerated drop-in replacements for pandas, scikit-learn, and NetworkX.
OpenMetadata
Open-source metadata platform that gives AI agents a semantic context graph over your data stack.
Kubeflow
Open-source toolkit for running the full ML lifecycle on Kubernetes.
OpenBB
Open-source financial workspace where analysts and AI agents share the same governed data.
Pachyderm
Kubernetes-native data versioning and pipeline engine for reproducible ML at petabyte scale.
Sematic
Open-source Python-first orchestrator for ML training pipelines from laptop to cloud.
Domino Data Lab
Enterprise AI platform for building, deploying, and governing models and agents at scale.
Metabase
Open-source BI platform with a Metabot AI layer for natural-language querying over your warehouse.
MinusX
Agentic BI platform that turns natural-language questions into dashboards, SQL, and boardroom slides.
Recommenders
Open-source Python library with classical and deep-learning algorithms for building recommendation systems.
SAS Viya
Enterprise-grade data and AI analytics platform with built-in governance, MCP server, and a Copilot for regulated industries.
Weco AI
Autoresearch engine that iteratively rewrites code to optimize against a numeric evaluation metric.
Apache Mahout
Open-source ML framework pivoting toward scalable quantum computing primitives.
H2O AutoML
Open-source automated machine learning that handles feature engineering, model selection, and stacked ensembling out of the box.
KNIME
Visual node-based data science platform with built-in connectors for OpenAI, Anthropic, Gemini, and local LLMs.
LangExtract
Google's open-source Python library for LLM-driven structured extraction from unstructured text, with source-grounded outputs.
PandasAI
Conversational data analysis library that turns natural-language questions into pandas, SQL and chart code.
PostgresML
PostgreSQL extension that runs embeddings, vector search, and LLM inference inside your database.
Runcell
Jupyter-native AI agent built for multi-week ML and data science projects.
Tableau
Salesforce-owned BI platform that bolted generative AI onto enterprise dashboards via Tableau Pulse and Tableau Agent.
W&B Sweeps
Hyperparameter optimization from Weights & Biases with Bayesian search and Hyperband early stopping.
AI2sql
Natural-language-to-SQL generator with desktop app, MCP server, and governed read-only access.
Amazon SageMaker
AWS's end-to-end platform for building, training, and deploying machine learning models and AI agents at enterprise scale.
RowSpeak
AI spreadsheet analyst that turns messy Excel, CSV, and PDF tables into dashboards and management-ready reports.
Count
Collaborative AI-powered data canvas that blends SQL, Python, and natural-language agents for team analytics.
LynxKite
No-code AI orchestration platform built for graph-native pipelines in drug discovery and enterprise analytics.
TPOT
Open-source AutoML library that evolves scikit-learn pipelines with genetic programming.
Bricks
AI dashboards, reports, and presentations generated from your spreadsheets and databases.
DagsHub
GitHub-style collaboration platform for ML datasets, experiments, and models with MLflow and DVC under the hood.
DataLine
Open-source chat-with-your-database tool that turns natural language into SQL, tables, and charts.
Better Sheets Formula Generator
Plain-English to Google Sheets formula converter with specialized generators for QUERY, SPARKLINE, and regex.
Chat2DB
AI-native SQL client and Text-to-SQL copilot for 30+ databases
ClickHouse
The open-source columnar database powering real-time analytics — and, increasingly, LLM observability and RAG backends.