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AI & Data

Azure AI Journey 系列

透過相關線上資源學習使用Azure AI。

參賽天數 14 天 | 共 14 篇文章 | 0 人訂閱 訂閱系列文 RSS系列文
DAY 1

Day 01 前言

這次有幸能藉由鐵人賽重新認識及學習Azure AI的相關技術, 以下為這次參賽的課題以及時程(會再陸續更新完成時間以檢視完成進度): Get started w...

2021-09-16 ‧ 由 kehsyu 分享
DAY 2

Day 02 Introduction to AI

What is AI? Machine learning - foundation for AI system How machine learning wo...

2021-09-17 ‧ 由 kehsyu 分享
DAY 3

Day 03 Introduction to AI

Challenges and risks with AI Bias can affect results - e.g. loan-approval model...

2021-09-18 ‧ 由 kehsyu 分享
DAY 4

Day 04 Introduction to AI

Understand responsible AI Fairness - Without incorporating any bias based on ge...

2021-09-19 ‧ 由 kehsyu 分享
DAY 5

Day 05 Introduction to AI

Summary What is AI? Machine learning Anomaly detection Computer vision Natural...

2021-09-20 ‧ 由 kehsyu 分享
DAY 6

Day 06 Use automated machine learning in Azure Machine Learning

To use Azure Machine Learning Create an Azure Machine Learning workspace Create...

2021-09-21 ‧ 由 kehsyu 分享
DAY 7

Day 07 Create a Regression Model with Azure Machine Learning designer

Regression - Predict numeric label based on item's features Train regression mod...

2021-09-22 ‧ 由 kehsyu 分享
DAY 8

Day 08 Create a classification model with Azure Machine Learning designer

Classification - Predict category or class Train regression model - Dataset that...

2021-09-23 ‧ 由 kehsyu 分享
DAY 9

Day 09 Create a Clustering Model with Azure Machine Learning designer

Clustering - Group similar items into clusters(based on features) Train a cluste...

2021-09-24 ‧ 由 kehsyu 分享
DAY 10

Day 10 Section Summary

To use Azure Machine Learning Create an Azure Machine Learning workspace Create...

2021-09-25 ‧ 由 kehsyu 分享