機器學習Machine learning

Machine learning 是 AI 或人工智慧的子集,可讓機器偵測模式並從資料中學習,而不需要明確 programed。Machine learning is a subset of AI, or artificial intelligence, which allows machines to detect patterns and learn from data without expressly being programed for it. Azure Machine Learning 解決方案可以提升您的計算見解。Azure Machine Learning solutions can advance your computing insights.

Azure 可為您提供最先進的機器學習功能。Azure empowers you with the most advanced machine learning capabilities. 使用 Azure Machine Learning,快速且輕鬆地建立、定型及部署機器學習模型。Quickly and easily build, train, and deploy your machine learning models by using Azure Machine Learning. Machine Learning 的 AI 可用於任何一種機器學習,從傳統到深度、監督及非監督式的學習。Machine Learning AI can be used for any kind of machine learning, from classical to deep, supervised, and unsupervised learning. 無論您想要撰寫 Python 或 R 程式碼,或使用零程式碼或低程式碼選項(例如 設計工具),都可以在 Machine Learning 工作區中建立、定型和追蹤高精確度的機器學習和深度學習模型。Whether you prefer to write Python or R code, or use zero-code or low-code options such as the designer, you can build, train, and track highly accurate machine learning and deep learning models in a Machine Learning workspace.

您甚至可以在本機電腦上開始訓練,然後向外延展到雲端。You can even start training on your local machine and then scale out to the cloud. 此服務也會與熱門深度學習交互操作,並增強式開放原始碼工具,例如 PyTorch、TensorFlow、scikit-learn 學習和光線和 RLlib。The service also interoperates with popular deep learning and reinforcement open-source tools such as PyTorch, TensorFlow, scikit-learn, and Ray and RLlib.

從閱讀 Machine Learning 的 解決方案開始,您可以在其中找到如何 設定第一個機器學習實驗的教學課程。Get started by reading Machine Learning solutions, where you'll find a tutorial on how to set up your first machine learning experiment. 若要深入瞭解機器學習的開放原始碼模型格式和執行時間,請參閱 ONNX runtimeTo learn more about the open-source model format and runtime for machine learning, see ONNX Runtime.

機器學習解決方案的常見案例包括:Common scenarios for machine learning solutions include:

  • 預測性維護Predictive maintenance
  • 庫存管理Inventory management
  • 詐騙偵測Fraud detection
  • 需求預測Demand forecasting
  • 智慧型建議Intelligent recommendations
  • 銷售預測Sales forecasting

Machine Learning 檢查清單Machine Learning checklist

下一步Next steps

探索其他 AI 解決方案類別:Explore other AI solution categories: