演講 / Speaking

使用 NNI 加速 AI 的開發

Accelerate AI Development with Neural Network Intelligence

日期 / Date
2023/05/20
類型 / Type
演講 / Speaking
活動 / Event
Open Source Conference Nagoya
地點 / Location
Live Stream

Context

內容摘要

中文

這場是我在名古屋開源年會所分享的內容。 在這場分享中,我介紹了 Neural Network Intelligence(NNI),一套由微軟開發的開源工具。 內容包含了如何使用 NNI 來做 AutoML、Hyperparameter tuning、Feature engineering、Neural Architecture Search,以及如何整合使用 Azure Machine Learning。

English

This session was shared in Open Source Conference Nagoya. In this session, I introduced Neural Network Intelligence (NNI), an open-source tool developed by Microsoft. The content includes how to use NNI to do AutoML, Hyperparameter tuning, Feature engineering, Neural Architecture Search, and how to integrate with Azure Machine Learning.

Details

技術分類與活動連結

主題

  • AutoML
  • NNI
  • Machine Learning
  • Hyperparameter Tuning

Microsoft 技術

  • Azure Machine Learning
  • Microsoft NNI
  • Microsoft Azure

主要連結

Event Records

活動紀錄

Accelerate AI Development with Neural Network Intelligence
Screenshot / 截圖
Accelerate AI Development with Neural Network Intelligence
Screenshot / 截圖