Best tools to automate predictive modeling in 2025

Facebook’s PyTorch

Dynamic framework for building deep learning models.

Appen

Data solutions that enhance advanced AI model performance.

Kaldi Speech-to-Text

Advanced framework for creating customized speech recognition models.

Apache Mahout

Framework for scalable machine learning and data processing.

Activeloop

Database for efficiently managing large AI datasets.

Nomic Atlas

Visualizes and curates data for collaborative analysis and insights.

Dataloop

Streamlined solution for data management and AI model development.

Xturing

Create and manage customized language models for various applications.

Albumentations

Image augmentation library for enhancing datasets in deep learning.

SapientML

Generate accurate AI models quickly and effortlessly.

Datasaur

Data labeling and private LLM development made efficient.

Chat With RTX

Create customized chat experiences with advanced language models.

Google GLaM

Efficient language model utilizing a mixture of experts approach.

Teammate Lang

Easily build AI models and products with minimal technical skills.

LabelGPT

Automated labeling solution for images using advanced AI technology.

Snorkel

Rapidly generates reliable training data for machine learning.

Digitalmuses

Design unique characters effortlessly with this creative program.

PyCaret

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

fast.ai

Accessible learning resources for deep learning and AI concepts.

Saturn Cloud

Collaborative environment for training and scaling machine learning models.

SmartBots

AI-driven automation for enhancing business efficiency.

NOLU

Data management solution for effective collaboration and insights.

AIAnalyzer.io

Compare and analyze various AI models for informed decisions.