Machine Learning using the Microsoft Azure

In this 2-day workshop, you will be introduced to Machine Learning using the Microsoft Azure Machine Learning Studio. You will learn what is machine learning, and how it can be useful to your organization. You will also learn the various machine learning algorithms and work through some real-life examples.

Topics

What is Machine Learning?

Types of Machine Learning Algorithms

• Classification

• Anomaly Detection

•  Regression

• Clustering

• Reinforced Learning

What is Predictive Analytics?

Introduction to Azure Machine Learning Studio

Creating Experiments in Azure Machine Learning Studio

• Uploading Data

• Data Filtering and Cleansing

• Defining Data Features

• Applying a Learning Algorithm

• Evaluating the Model

Introduction to R Programming

Using R in Azure Machine Learning Studio

• Projects

• Predicting student performance

• Detecting cancer

• And more...

For developers who are venturing into Data Science using the Azure Machine Learning Studio.
At the end of the course, participants would be able to use the Azure ML Studio for perform data analytics on their own set of data. Participants will also learn how to use the R language for statistical programming. 

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net), a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming make understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine.