这些年，我看到许多企业在AI浪潮中重复着同一个遗憾的故事。 某家制造企业，投入了数百万预算，由顶尖团队开发出一套复杂的销售预测模型。模型在实验室测试阶段堪称完美，部署上线后，初期表现也十分亮眼，准确率一度高达92%。决策层为此兴奋不已 ...

In a pre-briefing with ZDNet earlier in the week, Zaharia provided an update on MLflow's momentum, details on the new features and reasoning for moving management of the open source project from ...

我刚开始接触机器学习领域时，认为将模型部署到云环境是最大的挑战。我当时觉得，我只需要把在 Jupyter Notebook 中训练好的机器学习模型部署到云端，就 万事大吉了。 我错了。 起初，一切都按预期进行，大家都对部署的模型感到满意。然而，几个月后，当我 ...

We knew AI was hot, but the last week has brought several announcements that show the industry is trying to bring AI and machine learning (ML) into the enterprise mainstream. With two AI acquisitions ...