Best toolkits for data science tools in 2025

FinetuneDB

Quickly build and refine AI models with custom datasets.

SAP HANA Cloud

Integrated database management for real-time data applications.

Databricks

Unified analytics for real-time data insights and collaboration.

Lume

Automate and validate data mapping effortlessly.

Ploomber Cloud

Build and manage data pipelines efficiently with collaborative workflows.

Isomeric

Transforms messy text into structured, machine-readable data.

Accord

Machine learning framework for .NET developers enabling advanced data analysis.

Amazon Kinesis

Real-time data processing for immediate insights and actions.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Qubole

Cost-effective data lake solution for efficient analytics.

Apache Samza

Real-time data processing framework for stateful applications.

Caret

A comprehensive framework for predictive modeling in R.

AIaC

AI-powered code generator for managing infrastructure efficiently.

Remyx

AI development studio for efficient model design and deployment.

Chariot

Create websites effortlessly without coding or design skills.

Steercode by LangChain

Create websites, apps, and games with simple descriptions.

SmoothRide

Urban planning tool promoting cyclist-friendly infrastructure improvements.

Baked Design Studio

Design support for startup founders to enhance their products.

Teammate Lang

Easily build AI models and products with minimal technical skills.

StackRef

Streamlined cloud management for scalable, secure infrastructure.

Atomic Fusion

Pre-made components and templates for quick app development.

Kel

Command line interface for automating tasks and engaging with AI.

MantisBT

Collaborative bug tracking for effective project management.

Boundary AI

Streamlined structured data generation for developers and LLMs.

Continual Diffusion

Image generation that learns and adapts to new concepts.