Machine Learning using Azure Machine Learning Studio

Machine Learning Cloud

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...

Prerequisites

  • Basic programming experience
  • Understanding of basic object-oriented programming concepts

Hardware

  • Mac / Windows laptop

Software

  • Azure Machine Learning Studio (online)

Tid

09:00-16:15