MACHINE LEARNING PLATFORM
Overview
Companies are confronted with digital transformation. All enterprises want to use AI to accelerate digital transformation. AI not only increases competitive strength but also shows commercial value. However, enterprises are faced with many problems such as management for computing resources, selection of framework…etc. TL dedicated to developing AI Machine Learning Platform, provide AI developer MLOps and no-code AutoML, made AI development easier, model deployment supported cross-cloud deployment and inference. Companies can choose the most effective way to improve their company by AI.MACHINE LEARNING PLATFORM
CORE TECHNOLOGY
- Machine Learning Operations (MLOps)
- Auto Machine Learning (AutoML)
- Cross-Cloud Deploy and Inference
Schematic diagram of the use process of the machine learning platform
MACHINE LEARNING PLATFORM
Application Status
MLOps：We integrate data profiling, model development, model training, model management, model deployment, model health…etc. We also increase AI model development efficiency.
AutoML：Many companies lack data scientists, TL cooperates with the Digital Medicine Center in National Yang Ming Chiao Tung University, developed AutoML, decreasing 50% time of AI model developing. AutoML was also issued in 2022 NVIDIA GTC.
Cross-Cloud Deploy and Inference：Information security is the most important thing in every company, our Machine Learning Platform can be installed in company’s private-cloud to build AI models, then we can use cross-cloud deploy AI models to public-cloud to provide services. This hybrid-cloud framework can protect company’s confidential information.