10 分鐘教學課程:在 Azure Databricks 上開始使用機器學習10-minute tutorials: Getting started with machine learning on Azure Databricks

本節中的筆記本會說明如何在整個機器學習生命週期中使用 Azure Databricks,包括資料載入和準備;模型定型、微調和推斷;以及模型部署和管理。The notebooks in this section illustrate how to use Azure Databricks throughout the machine learning lifecycle, including data loading and preparation; model training, tuning, and inference; and model deployment and management. 其也會說明如何使用 MLflow 機器學習平台。They also illustrate how to use the MLflow machine learning platform.

10 分鐘教學課程:機器學習與 scikit-learn10-minute tutorial: machine learning with scikit-learn

10 分鐘教學課程:機器學習與 MLlib10-minute tutorial: machine learning with MLlib

10分鐘教學課程:使用 TensorFlow Keras 進行深度學習10-minute tutorial: deep learning with TensorFlow Keras

10分鐘教學課程:使用 scikit-learn 訓練和部署機器學習模型的端對端範例10-minute tutorial: end-to-end example of training and deploying machine learning models with scikit-learn