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📖 The AI Tool Bible

AI tools tagged For Data Scientists

48 tools matching this tag.audience

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Gemini Advanced preview image
Gemini Advanced logo

Gemini Advanced

Writing · Gemini 2.5 Pro
9.0

Google's flagship — strong at math, long context, and Workspace integration.

Paid· $20/mo via Google One AI PremiumWorkspace integrationmath
Google Vertex AI preview image
Google Vertex AI logo

Google Vertex AI

Agents · Gemini 2.5 (Pro/Flash/Nano), Imagen, Veo, Chirp, plus Model Garden (Llama, Mistral, Claude via partner)
8.6

Google Cloud's unified platform for building, deploying, and scaling enterprise AI agents and models.

Paid· Image Data - Training (Classification): $3.465 / 1 hour · Image Data - Training (Object Detection): $3.465 / 1 hour · Image Data - Deployment and Online Prediction: $1.375 / 1 hour · Image Data - Batch Prediction: $2.222 / 1 hour · Tabular Data - Training (Classification/Regression): $21.252 / 1 hourEnterprise RAG chatbotMulti-agent customer service
PyCaret preview image
PyCaret logo

PyCaret

Coding · Multi-model (scikit-learn, XGBoost, LightGBM, CatBoost)
8.4

Low-code Python AutoML library that wraps scikit-learn, XGBoost, LightGBM and friends behind a few-line API.

Free· Free and open-source (MIT license)automlclassification
Dataiku preview image
Dataiku logo

Dataiku

Agents · Multi-model (LLM Mesh: OpenAI, Anthropic, Bedrock, Vertex, OSS)
8.3

Enterprise AI platform unifying data, ML, LLMs, and agents under one governed workflow.

Enterprise· Basic: $10 · Pro: $20 · Enterprise: Contact salesenterprise-aiagent-orchestration
RunPod preview image
RunPod logo

RunPod

Fine-tuning · Bring-your-own (any open-weight or custom model)
8.3

On-demand GPU cloud and serverless inference platform built specifically for AI workloads.

Paid· Pod: $7.39/hr · Pod: $4.39/hr · Pod: $5.89/hr · Pod: $1.99/hr · Pod: $3.19/hrllm-fine-tuninggpu-rental
BentoML preview image
BentoML logo

BentoML

Agents · Multi-model
8.2

Open-source framework and managed platform for serving and scaling AI models in production.

Freemium· OSS free (Apache 2.0); managed Bento cloud has free tier + usage-based pricingmodel-servingllm-inference
Google AI Studio preview image
Google AI Studio logo

Google AI Studio

Coding · Gemini 2.5 Pro / Flash, Imagen, Veo
8.2

Browser-based playground and API console for prototyping with Google's Gemini models.

Freemium· Free tier with rate limits; paid via Gemini API usage-based pricingprompt-prototypinggemini-api-keys
Ludwig preview image
Ludwig logo

Ludwig

Fine-tuning · Multi-model (PyTorch + HuggingFace Transformers)
8.2

Declarative, YAML-driven deep learning framework for fine-tuning LLMs and multi-modal models without writing training loops.

Free· Free, Apache 2.0 open sourcellm-fine-tuningmulti-modal-training
Unsloth preview image
Unsloth logo

Unsloth

Fine-tuning · Llama, Mistral, Gemma, Qwen, GLM (multi-model)
8.2

Open-source LLM fine-tuning toolkit with custom kernels that train 2-30x faster and use up to 90% less VRAM.

Freemium· Free open-source; Pro and Enterprise contact saleslora-finetuningqlora
Athina AI preview image
Athina AI logo

Athina AI

Evaluation · Multi-model
8.1

Collaborative LLM evaluation and observability platform for teams shipping AI features to production.

Freemium· Starter free (10k logs/mo); Pro & Enterprise customllm-evaluationprompt-management
Hugging Face AutoTrain preview image
Hugging Face AutoTrain logo

Hugging Face AutoTrain

Fine-tuning · Multi-model (Hugging Face Hub)
8.1

No-code fine-tuning and training pipeline that spins up state-of-the-art models on the Hugging Face Hub.

Paid· Per-minute billing based on hardware tier; self-hosted OSS version is freellm-fine-tuningtext-classification
NotebookLM preview image
NotebookLM logo

NotebookLM

RAG · Gemini 2.5
8.1

Google's source-grounded research notebook that turns your documents into chats, briefs, and AI-hosted podcasts.

Freemium· Free tier; Plus via Google One AI Premium ($19.99/mo) or Workspace add-ondocument Q&Aresearch synthesis
OpenAI Evals preview image
OpenAI Evals logo

OpenAI Evals

Evaluation · OpenAI GPT models (extensible)
8.1

OpenAI's open-source framework for benchmarking LLMs against a shared registry of evaluations.

Free· Free (MIT); you pay OpenAI API costs for eval runsllm-benchmarkingregression-testing
Optuna preview image
Optuna logo

Optuna

Fine-tuning
8.1

Open-source Python framework for automated hyperparameter optimization across any ML stack.

Free· Free and open source (MIT)hyperparameter-tuningml-experiment-tracking
Ray Tune preview image
Ray Tune logo

Ray Tune

Fine-tuning
8.1

Open-source Python library for distributed hyperparameter tuning at any scale.

Free· Open-source (Apache 2.0); managed via Anyscale offers a $100 starting credithyperparameter-tuningdistributed-training
CAMEL-AI preview image
CAMEL-AI logo

CAMEL-AI

Agents · Multi-model
8.0

Open-source Python framework for building multi-agent systems and synthetic data pipelines.

Free· Free, open-source; pay for the underlying LLM API callsmulti-agent-systemssynthetic-data-generation
DVC preview image
DVC logo

DVC

Coding
7.9

Git-style version control for datasets, ML models, and experiment pipelines.

Free· Free and open source; lakeFS Enterprise available for large-scale deploymentsdata-versioningml-experiment-tracking
LLM Stats preview image
LLM Stats logo

LLM Stats

Evaluation · Multi-model
7.9

Live leaderboard and side-by-side comparison hub for 300+ frontier LLMs across reasoning, coding, and multimodal benchmarks.

Free· Free to browse; underlying model usage billed by each providermodel-comparisonbenchmark-tracking
RAPIDS preview image
RAPIDS logo

RAPIDS

Coding
7.7

NVIDIA's open-source suite of GPU-accelerated drop-in replacements for pandas, scikit-learn, and NetworkX.

Free· Free and open sourcegpu-dataframesml-training
Agent Lightning preview image
Agent Lightning logo

Agent Lightning

Agents · Multi-model
7.3

Microsoft's open-source trainer that fine-tunes AI agents with RL and prompt optimization, framework-agnostic.

Free· Free, MIT-licensed open sourceagent-trainingreinforcement-learning
FedML preview image
FedML logo

FedML

Fine-tuning · Bring-your-own (PyTorch, Hugging Face)
7.3

Distributed training, fine-tuning, and serving platform with federated learning roots.

Freemium· Open-source library free; managed GPU usage pay-as-you-gofine-tuningdistributed-training
Gorilla preview image
Gorilla logo

Gorilla

Agents · gorilla-openfunctions-v2 (6.91B)
7.3

Open-source LLM purpose-built for function calling and API invocation across thousands of tools.

Free· Free and Apache 2.0; self-hostedfunction-callingtool-use
Kubeflow preview image
Kubeflow logo

Kubeflow

Agents · Multi-framework (PyTorch, JAX, XGBoost, TensorFlow)
7.3

Open-source toolkit for running the full ML lifecycle on Kubernetes.

Free· Free and open source; commercial distributions and managed offerings priced separately by vendorsml-pipelinesdistributed-training
MMagic preview image
MMagic logo

MMagic

Image Generation · Multi-model (Stable Diffusion, ControlNet, StyleGAN, GANs, diffusion)
7.3

OpenMMLab's research-grade toolbox for image and video generation, restoration, and editing.

Free· Free and open source (Apache 2.0)text-to-imagesuper-resolution
OpenBB preview image
OpenBB logo

OpenBB

Agents · Multi-model (Agent Rita is model-agnostic)
7.3

Open-source financial workspace where analysts and AI agents share the same governed data.

Freemium· Community: Free · Lite: $100 · Pro: Custom pricing · Snowflake: $41.67financial-researchinvestment-workflows
Sematic preview image
Sematic logo

Sematic

Agents
7.3

Open-source Python-first orchestrator for ML training pipelines from laptop to cloud.

Freemium· Open-source free; managed/enterprise tier on requestml-pipelinestraining-orchestration
Valohai preview image
Valohai logo

Valohai

Agents · Multi-model
7.3

MLOps platform for versioned pipelines, distributed training, and LLM evaluation across any cloud.

Enterprise· Free trial; contact sales for pricingmlopsllm-evaluation
Beam preview image
Beam logo

Beam

Coding · openai/gpt-oss-20b
7.2

Serverless GPU infrastructure for AI workloads with sub-second cold starts and bring-your-own-cloud support.

Freemium· $30 free credit refreshed monthly; usage-based beyond thatgpu-inferenceagent-sandboxes
Emergent Mind preview image
Emergent Mind logo

Emergent Mind

RAG · Undisclosed
7.2

AI-curated arXiv discovery layer that summarizes frontier papers and aggregates social discussion around them.

Freemium· Basic: $0 · Pro: $12 /month · Max: $30 /montharxiv-discoverypaper-summarization
Geniusrise preview image
Geniusrise logo

Geniusrise

Agents · Multi-model
7.2

Open-source framework for building, deploying, and scaling AI microservices across text, vision, and audio.

Free· Free, open source; self-hostedinference-servingfine-tuning
Inspect AI preview image
Inspect AI logo

Inspect AI

Evaluation · Multi-model
7.2

Open-source LLM evaluation framework from the UK AI Security Institute with 200+ built-in benchmarks.

Free· Free and open source (MIT-style license); you pay only for underlying model API usage.llm-benchmarkingagent-evaluation
Kiln AI preview image
Kiln AI logo

Kiln AI

Evaluation · Multi-model
7.2

Open-source workbench for building, evaluating, and fine-tuning AI agents across 190+ models.

Freemium· Free Individual tier; Team (request access); Enterprise (custom)llm-evaluationfine-tuning
Paperspace Gradient preview image
Paperspace Gradient logo

Paperspace Gradient

Fine-tuning · Bring-your-own (PyTorch, TensorFlow, Hugging Face)
7.2

End-to-end MLOps platform with GPU notebooks, training jobs, and model deployment, now folded into DigitalOcean.

Freemium· Free: $0 · Pro: $8 · Growth: $39 · T0: $0 · T1: $12model-trainingfine-tuning
Recommenders preview image
Recommenders logo

Recommenders

Coding · Multi-algorithm (ALS, xDeepFM, others)
7.2

Open-source Python library with classical and deep-learning algorithms for building recommendation systems.

Free· Free and open-source (MIT License)recommendation-systemscollaborative-filtering
H2O AutoML preview image
H2O AutoML logo

H2O AutoML

Fine-tuning · H2O-3 (GBM, XGBoost, GLM, DRF, Deep Learning, Stacked Ensembles)
7.1

Open-source automated machine learning that handles feature engineering, model selection, and stacked ensembling out of the box.

Free· Free and open-source (Apache 2.0); paid Driverless AI sold separatelyautomltabular-ml
Iguazio preview image
Iguazio logo

Iguazio

Agents · Multi-model
7.1

Enterprise MLOps and GenAI platform for taking models from notebook to production at scale.

Enterprise· Contact sales; free trial availablemlopsllm-fine-tuning
KNIME preview image
KNIME logo

KNIME

Agents · Multi-model (OpenAI, Anthropic, Gemini, Ollama)
7.1

Visual node-based data science platform with built-in connectors for OpenAI, Anthropic, Gemini, and local LLMs.

Freemium· Free: Free · Pro: $19 / month · Team: $99 / month · Business Hub: Contact salesdata-pipelinesllm-workflows
PandasAI preview image
PandasAI logo

PandasAI

Coding · Multi-model (via LiteLLM)
7.1

Conversational data analysis library that turns natural-language questions into pandas, SQL and chart code.

Freemium· Basic: $10 · Pro: $30 · Enterprise: Contact salesdata-analysisnatural-language-sql
Runcell preview image
Runcell logo

Runcell

Coding · Multi-model (GPT, Claude, Gemini)
7.1

Jupyter-native AI agent built for multi-week ML and data science projects.

Freemium· Hobby: $0 · Pro: $20/month · Pro+: $60/month · Ultra: $200/month · Teams: $40/seat/monthjupyter-notebooksdata-science
W&B Sweeps preview image
W&B Sweeps logo

W&B Sweeps

Fine-tuning · Multi-model (Llama, DeepSeek, Qwen, Kimi)
7.1

Hyperparameter optimization from Weights & Biases with Bayesian search and Hyperband early stopping.

Freemium· Free: $0/mo · Pro: $60/month, billed monthly · Enterprise: Custom plans · Personal: $0/mo · Advanced Enterprise: Custom planhyperparameter-tuningbayesian-optimization
Amazon SageMaker preview image
Amazon SageMaker logo

Amazon SageMaker

Agents · Multi-model
7.0

AWS's end-to-end platform for building, training, and deploying machine learning models and AI agents at enterprise scale.

Paid· Pay-as-you-go; free tier available for new AWS accountsmodel-trainingmodel-deployment
Jina Serve preview image
Jina Serve logo

Jina Serve

Agents · StableLM
7.0

Open-source Python framework for serving multimodal AI models as scalable gRPC/HTTP microservices.

Freemium· Basic: $10 · Pro: $20 · Enterprise: Contact salesmodel-servingmultimodal-pipelines
ONNX preview image
ONNX logo

ONNX

Fine-tuning
7.0

Open standard for representing and exchanging machine learning models across frameworks and runtimes.

Free· Free and open source (Apache-2.0); Linux Foundation AI projectmodel-interchangeedge-deployment
OpenSandbox preview image
OpenSandbox logo

OpenSandbox

Agents · Model-agnostic
7.0

Open-source sandbox infrastructure for running AI-generated code, agents, and browsers in isolated Docker or Kubernetes environments.

Free· Open source (Apache 2.0); managed pricing not disclosedcode-executionagent-sandboxing
ZenMic preview image
ZenMic logo

ZenMic

Audio
7.0

Text-to-podcast generator with multi-speaker AI voices and RSS publishing.

Freemium· Monthly: $19 · Yearly: ≈ $8.25/mo · Early Adopter Tier: ?text-to-podcastcontent-repurposing
Chassis preview image
Chassis logo

Chassis

Agents
6.9

Open-source tool that auto-packages ML models into production-ready Docker containers with a prediction API.

Free· Free, open source (Apache-style community project)model-packagingedge-deployment
Count preview image
Count logo

Count

Agents · Multi-model (Anthropic, OpenAI, Google)
6.9

Collaborative AI-powered data canvas that blends SQL, Python, and natural-language agents for team analytics.

Freemium· Free; Pro $49/editor/mo; Scale $69/editor/mo (15-seat min); Enterprise customcollaborative-analyticsai-data-exploration
Guild AI preview image
Guild AI logo

Guild AI

Agents · Multi-model (bring your own)
6.9

Control plane for deploying, governing, and auditing AI agents in production.

Freemium· Free: $0 · Individual: $20 · Team: $200 · Enterprise: Contact usagent deploymentagent governance