Best data architecture design tools in 2025

BigDL

Run deep learning models efficiently on large datasets.

Hadoop

Framework for processing large data sets across multiple systems.

Ocular AI

Streamlined data labeling for efficient AI training and management.

X-Ray Contact

Gather detailed profiles from various online sources effortlessly.

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

MLbox

Automated data preprocessing and model optimization for machine learning.

Snorkel

Rapidly generates reliable training data for machine learning.

PyCaret

A low-code library for building machine learning models effortlessly.

Snowflake

Unified data management for enhanced business insights and agility.