To succeed with machine learning or deep learning, you need an effective management system for overall data flow and the evaluation and deployment of multiple models as they move from prototype to production. Without that, your project will most likely fail. This ebook examines what you need for effective data and model management in real-world settings, including globally distributed cloud or on-premises systems.
This ebook is ideal for data scientists, architects, developers, ops teams, and project managers—whether your team is planning to build a machine learning system, or currently has one underway.
Make plans to attend Strata Data Conference, taking place March 5-8 in San Jose—with an expanded Data Science and Machine Learning program featuring sessions in deep learning, Tensorflow, PyTorch, NLP, explainable AI, ML applications in industry, and much more.
Tech insight, analysis, and research
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