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Azure Machine Learning & Vision
Curriculum
1 Section
34 Lessons
30 hours
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Unit 2 — Azure Machine Learning & Vision
34
1.1
Common Machine Learning Algorithms
20 mins
1.2
Summary
20 mins
1.3
Exam Essentials
20 mins
1.4
Review Questions
20 mins
1.5
Azure Machine Learning Service
20 mins
1.6
Capabilities of Azure AutoML
20 mins
1.7
Data and Compute Services in Azure for Machine Learning
20 mins
1.8
Managing Datasets in Azure ML
20 mins
1.9
Model Management and Deployment in Azure
20 mins
1.10
Managing the Full Lifecycle of ML Models
20 mins
1.11
Creating and Deploying a Simple ML Model
20 mins
1.12
Deep Learning in Azure
20 mins
1.13
Summary
20 mins
1.14
Exam Essentials
20 mins
1.15
Review Questions
20 mins
1.16
Fundamentals of Computer Vision
20 mins
1.17
Image Classification
20 mins
1.18
Object Detection in Images and Videos
20 mins
1.19
OCR and Document Scanning
20 mins
1.20
Facial Detection and Analysis
20 mins
1.21
Challenges and Limitations of Computer Vision
20 mins
1.22
Summary
20 mins
1.23
Exam Essentials
20 mins
1.24
Review Questions
20 mins
1.25
Introduction to Azure Computer Vision
20 mins
1.26
Azure Computer Vision API
20 mins
1.27
Azure Face Service
20 mins
1.28
Azure Custom Vision
20 mins
1.29
Azure AI Video Indexer
20 mins
1.30
Summary
20 mins
1.31
Exam Essentials
20 mins
1.32
Review Questions
20 mins
1.33
Introduction to NLP
20 mins
1.34
Core Concepts in Linguistic Analysis
20 mins
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