        Azure Machine Learning培訓

Introduction

Azure Machine Learning Overview

What is Azure Machine Learning?
Azure Machine learning features
Azure Machine Learning architecture
Preparing the Machine Learning Operations Environment

Setting up Azure Machine Learning lab environment
Data Processing

Importing and unzipping data and datasets
Transforming and cleaning data
Separating training data and test data
Classifications and Regressions

Creating binary and multi-binary models
Working with regression models
Tuning hyperparameters and parameters
Implementing predictive and impact analysis
Building decision trees and decision forests
Clustering

Implementing cluster analysis
NLP

Featuring and labeling data
Using text analysis
Recommender Systems

Working with Matchbox Recommender models
Deployment

Creating, exposing, and consuming machine learning model web services
Summary and Conclusion