Open Text Magellan Alternatives: Top 10 Data Science and Machine Learning Platforms in 2025

TensorFlow is a powerful platform used for creating production-grade machine learning models. Data is the foundation of any successful machine learning project. Without high-quality, relevant data, even the most advanced models will fail to produce accurate results. This is why TensorFlow places a strong emphasis on data and provides tools to help manage and analyze it effectively. TensorFlow supports distributed training, allowing for faster model training by leveraging the power of multiple machines. Additionally, it allows for immediate model iteration, saving time and effort in the development process. The integration with Keras also makes it easy to debug and fine-tune models for optimal performance. Tools like Model Analysis and TensorBoard help track the development and improvement of models throughout their lifecycle. With TensorFlow's TFX framework and tooling, one can easily deploy full MLOps pipelines to ensure the models evolve and perform well over time. Its emphasis on data, support for distributed training and model iteration, and tools for tracking development and deployment make it a top choice for machine learning professionals.

JADBio provides an end-to-end platform purpose-built for life-scientists. The platform supports preprocessing and imputation of missing values. It selects the features and modeling, tunes for hyper-parameters, and effectively tests thousands of algorithmic configurations. JADBio's library contains thousands of algorithms and pre-built models that can predict common healthcare issues, but also novel features like causal discovery or survival prediction.

An integrated solution for building and managing machine learning clusters that reduces complexity accelerates time to value and provides enormous flexibility.

Intelligent automation software that visually models your smartest employees’ thought processes, and automates decision making at rates typically 100x faster and 25% more accurate, with full explainability.

Sugar helps businesses create customers for life with the world's first no-touch, time-aware customer experience platform. Improve your CX management now!

Empower citizen data scientists with one of the fastest, easiest to use platforms available with the power of automated feature engineering.

Rectified.ai Opens up an ocean of possibilities to early-on startups, as well as bigger teams. A centralised access to powerful tools and service providers from a user-friendly platform. All the frameworks, libraries and drivers need for deep learning are pre-installed and optimized for performance. User can easily install custom dependencies too.

Adept is an ML research and product lab that specializes in building general intelligence solutions by creating an environment where humans and machines can work together creatively. By allowing both humans and machines to collaborate, Adept's technology has helped to build reliable, intelligent solutions which could have an immense application in the real world. With years of expertise in the field and a strong technical ability, Adept knows the importance of staying ahead of the curve in terms of general intelligence development. The team has created technologies that provide users with access to higher-level thought process capabilities, allowing them to easily solve challenges they may face. Furthermore, Adept is dedicated to providing future-proof AI solutions that are designed for scalability so customers can rely on their long-term performance. Whether customer is looking for an AI system to help with customers business development or research capabilities, Adept provides comprehensive solutions that enable humans and machines to work together more efficiently than ever before.