Determined AI is an open-source deep learning training platform designed to streamline the development and training of machine learning models. It provides tools for efficient resource management, hyperparameter tuning, and distributed training, enabling data scientists to accelerate their workflows and improve model performance.
Top 5*
Machine Learning Frameworks
About Determined AI
Determined AI was created in 2017 to address the challenges of scaling and managing deep learning workflows. It aimed to provide data scientists with a robust platform for efficient resource management, hyperparameter tuning, and distributed training, ultimately accelerating the development and performance of machine learning models.
Strengths of Determined AI include efficient resource management, automated hyperparameter tuning, and support for distributed training. Weaknesses may involve complexity in initial setup and integration with existing workflows. Competitors include TensorFlow, PyTorch Lightning, and SageMaker.
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How to hire a Determined AI expert
A Determined AI expert must have skills in deep learning frameworks like TensorFlow or PyTorch, experience with distributed computing, proficiency in Python programming, and knowledge of hyperparameter tuning techniques. Familiarity with Docker and Kubernetes for resource management is also essential.
*Estimations are based on information from Glassdoor, salary.com and live Howdy data.
USA
$ 224K
Employer Cost
$ 127K
Employer Cost
$ 97K
Benefits + Taxes + Fees
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