課程信息

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可分享的證書
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立即開始,按照自己的計劃學習。
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高級

General knowledge of Azure

完成時間大約為16 小時
英語(English)
字幕:英語(English)

您將學到的內容有

  • Define Artificial Intelligence and Machine Language

  • Describe AI tools and roles, and the Microsoft Team Data Science Process

  • Work with Azure APIs, including those for vision, language, and search

  • Create, train, test and deploy your AI model in the cloud

您將獲得的技能

Python ProgrammingAzure AI modelsMicrosoft Team Data Sciences ProcessAzure Machine Learning ServiceAzure Machine Learning Workspace
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
高級

General knowledge of Azure

完成時間大約為16 小時
英語(English)
字幕:英語(English)

講師

提供方

LearnQuest 徽標

LearnQuest

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 4 小時

Introduction to Artificial Intelligence

完成時間為 4 小時
10 個視頻 (總計 47 分鐘), 6 個閱讀材料, 4 個測驗
10 個視頻
Definition of AI and Machine Learning4分鐘
Machine Learning Alogrithms5分鐘
Python Basics1分鐘
Python Collections6分鐘
Python Variables2分鐘
Python Scientific Ecosystem and ML Libraries5分鐘
Linear Regression with Scikit Learn8分鐘
Logistic Regression with Scikit Learn9分鐘
Module conclusion1分鐘
6 個閱讀材料
Exercise: Sign up for a free Azure account or login to your existing one.30分鐘
Definition of AI10分鐘
Comparison of machine learning algorithms10分鐘
Links to learn more about python10分鐘
Exercise Python Basics notebook30分鐘
Exercise: Scikit-learn models for regression and classification40分鐘
4 個練習
Practice: Python Collections2分鐘
AI and ML Definitions6分鐘
Deep Learning3分鐘
Module 1: Introduction to Artificial Intelligence30分鐘
2

2

完成時間為 3 小時

Standardized AI Processes and Azure Resources

完成時間為 3 小時
9 個視頻 (總計 44 分鐘), 2 個閱讀材料, 3 個測驗
9 個視頻
AI Tools2分鐘
aiprocesses2分鐘
TDSP Stages7分鐘
TDSP General Manager Tasks4分鐘
TDSP Task Lead Tasks5分鐘
TDSP Project Lead Tasks5分鐘
TDSPData Scientist Tasks14分鐘
Module 2 Conclusion49
2 個閱讀材料
Microsoft Team Data Science Process10分鐘
Exercise: TDSP in Azure Devops1小時
3 個練習
Practice: TDSP6分鐘
ML Studio3分鐘
Module 2: Standardized AI Processes and Azure Resources30分鐘
3

3

完成時間為 3 小時

Azure Cognitive APIs

完成時間為 3 小時
7 個視頻 (總計 28 分鐘), 3 個閱讀材料, 3 個測驗
7 個視頻
Cognitive Services Overview1分鐘
Azure Computer Vision API12分鐘
face api2分鐘
Other Cognitive Services API's2分鐘
Sentiment analysis6分鐘
Module 3 Conclusion1分鐘
3 個閱讀材料
Exercise: Computer Vision Notebook30分鐘
Exercise: Face API Notebook30分鐘
Exercise: Sentiment Analysis Notebook30分鐘
3 個練習
Search API3分鐘
Translation3分鐘
Module 3: Azure Cognitive APIs30分鐘
4

4

完成時間為 3 小時

Azure Machine Learning Service: Model Training

完成時間為 3 小時
7 個視頻 (總計 37 分鐘), 3 個閱讀材料, 5 個測驗
7 個視頻
Azure ML Service1分鐘
Ways to create an ML Workspace14分鐘
Setting up Experiments2分鐘
Train and register a model5分鐘
Train a model using Azure ML11分鐘
Module 4 Conclusion1分鐘
3 個閱讀材料
Microsoft Azure Machine Learning Documentation10分鐘
Exercise: Workspace Notebook30分鐘
Exercise: Model Training Notebook1小時
5 個練習
Azure ML Process3分鐘
Practice: Azure ML Workspace6分鐘
Practice: Train3分鐘
Train Process Step3分鐘
Module 4: Azure Machine Learning Service30分鐘

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